Marco BERTINI

Ruolo attuale:: Professore Associato
SSD:: IINF-05/A - Sistemi di elaborazione delle informazioni
Afferenza organizzativa:: Dipartimento di Ingegneria dell'Informazione

Recapiti

	0552758645
	marco.bertini(AT)unifi.it

Ulteriori Recapiti

	MICC - Viale Morgagni, 65
	+39 055 2751395
	marco.bertini(AT)unifi.it
	http://www.micc.unifi.it/bertini

Marco BERTINI

Orario di ricevimento (aggiornato al 20/09/2019)

Parallel computing: giovedì dalle 17.00 alle 19.00 presso l'ufficio a S. Marta

Programmazione e Laboratorio Tecnologie dell'Informazione: venerdì dalle 16.00 alle 18.00 presso il MICC

Fissare appuntamento per mail: marco.bertini@unifi.it

Marco BERTINI

Biografia

Marco Bertini – short bio

www.micc.unifi.it/bertini - https://scholar.google.it/citations?user=SBm9ZpYAAAAJ&hl

Marco Bertini è Professore Associato di Informatica presso l'Università degli Studi di Firenze.

Lavora presso il Media Integration and Communication Center (MICC – https://www.micc.unifi.it)) presso l'Univ. di Firenze, dove ricopre la carica di Direttore del centro dal 2020. Il MICC è un centro di ricerca e trasferimento dove si trovano soluzioni innovative per la vengono studiate le applicazioni delle tecnologie multimediali e informatiche, comprese le visione naturale, acquisizione e modellazione 3D, tecniche di riconoscimento automatico, soluzioni per interazione uomo-macchina, installazioni multimediali.

E' stato coinvolto in 10 progetti di ricerca europei come coordinatore WP e ricercatore, tra cui che IM3I, euTV, ORUSSI, UMETECH e più recentemente AI4Media e ReInHerit. E' attualmente P.I. di 4 progetti nazionali e regionali di trasferimento tecnologico. È co-fondatore di Small Pixels, uno spin-oa accademico che ha sviluppato soluzioni GenAI innovative per il miglioramento della qualità video e per ottenere compressione video migliorata.

Marco Bertini è autore di 33 articoli su riviste e 155 articoli di conferenze con un H-Index (secondo Google Scholar) su 41, con più di 5600 citazioni. Ha ricevuto 7 diaerenti premi per la carta presso ACM MM, ACM MM Asia, CVPR, ICMR.

È stato co-presidente generale, co-presidente di programma e presidente di area di diversi convegni e workshop, tra cui:

- ACM Multimedia 2023 (co-presidente del programma)

- ICMR 2019 (co-presidente del programma)

- CBMI 2018 (co-presidente generale), CBMI 2017 (presidente generale)

Ha ricoperto altri ruoli in molte altre conferenze, tra cui ACM MM, ICMR, ICPR, CBMI,

ISMO. L'elenco completo è disponibile nel CV esteso.

Dal 2023 è membro del comitato consultivo scientifico dell'NVIDIA AI Technology Center (NVAITC).

Marco Bertini è stato associate editor di IEEE Transactions on Multimedia (2015-2019) ed è redattore associato di Strumenti e applicazioni multimediali (dal 2020). E' stato guest editor di numeri speciali

Marco BERTINI

Curriculum

Ruolo

- Dal 22/9/2020: co-fondatore spin-off universitario “Small Pixels”

- Dal 2/3/2020: direttore del Centro per la Comunicazione e Integrazione dei Media – MICC dell’Università degli Studi di Firenze.

- Dal 1/10/2015: Professore Associato

- Dal 1/12/2010 al 30/9/2015: Ricercatore TI confermato

- Dal 1/12/2007 al 30/11/2010: Ricercatore TI non confermato

- Dal 15/4/2015 membro del collegio docenti del dottorato di Ingegneria dell’Informazione dell’Università degli Studi di Firenze

- Dal 6/3/2023 referente per il Trasferimento Tecnologico del Dipartimento di Ingegneria dell’Informazione

- Dal 15/11/2024: membro della Commissione Comunicazione e Public Engagement del Dipartimento di Ingegneria dell'Informazione

Titoli di studio e riconoscimenti

- 2022 – Vincitore di Best Demo Honorable Mention per “Engaging museum visitors with gamification of body and facial expressions”, Proc. of ACM Multimedia (MM), Lisbona, Portogallo

- 2022 – Vincitore di Best Demo Honorable Mention per “Effective conditioned and composed image retrieval combining CLIP-based features”, Proc. of IEEE/CVF Computer Vision and Pattern Recognition (CVPR), New Orleans, USA

- 2021 – Vincitore di Best Paper Award per “Language Based Image Quality Assessment”, Proc. of ACM Multimedia Asia (ACM MM Asia), Gold Coast, Australia

- 2021 – Conseguimento dell’Abilitazione Scientifica nazionale (ASN) 2018-6° sessione per la I^a fascia nel settore 01/B1 Informatica (Indic. 1: 17; Indic. 2: 1528; indic. 3: 22 – soglie rispettive: 9, 304 e 10)

- 2020 – Vincitore del premio Huawei alla Borsa della Ricerca 2020, con lo spin-off “Small Pixels”

- 2020 – Vincitore di Best Poster Paper Award per “Image Retrieval Using Multi-Scale CNN Feature Pooling”, Proc. of ACM International Conference on Multimedia Retrieval (ICMR) 2020, Dublin, Ireland

- 2019 – Vincitore di Best Demo Award per “Fast Video Quality Enhancement using GANs,” Proc. of ACM Multimedia (ACM MM) 2019, Nizza, Francia

- 2019 – Vincitore di Best Student Paper Honorable Mention per “Domain Adaptation for Privacy-Preserving Pedestrian Detection in Thermal Imagery,” Proc. of International Conference on Image Analysis and Processing (ICIAP) 2019, Trento, Italia

- 2019 – Startup finalista al concorso StartCup Italia con lo spin-off “Small Pixels”

- 2019 – Secondo Premio al concorso StartCup Toscana con lo spin-off “Small Pixels”

- 2019 – Primo Premio “Are you the next change-maker?” evento ManagerItalia Toscana con lo spin-off “Small Pixels”

- 2018 – Pre-incubazione Vincita bando dell’Incubatore Universitario Fiorentino (16° Ciclo)

- 2017 – Conseguimento dell’Abilitazione Scientifica nazionale (ASN) 2016-3° sessione per la I^a fascia nel settore 09/H1 Sistemi di elaborazione delle informazioni (Indic. 1: 18; Indic. 2: 1340; indic. 3: 19 – soglie rispettive: 11, 307 e 9)

- 2013 – Conseguimento dell’Abilitazione Scientifica nazionale (ASN) 2012 per la II^a fascia nel settore 09/H1 Sistemi di elaborazione delle informazioni

- 2012 – “Certificate of Appreciation for Supporting the Organization of the 12^th European Conference on Computer Vision – ECCV 2012” per il lavoro svolto per la 12^a conferenza europea sulla computer vision

- 2010 – Vincitore di Best Paper Award per “Tag suggestion and localization in user-generated videos based on social knowledge,” Proc. of ACM-MM International Workshop on Social Media (WSM), Firenze, Italy, 2010

- 2010 – “Certificate of Appreciation for the outstanding technical support for the paper submission and reviewing process” dell’ACM per il lavoro svolto per la 18° International Conference ACM Multimedia 2010 (ACM MM’10)

- 2004 – Consegue il titolo di Dottore di ricerca in Ingegneria Informatica e delle Comunicazioni presso l’Università degli studi di Firenze (il 21/09/2004), discutendo una tesi dal titolo “Video analysis and annotation: the case of sports videos” (supervisore: prof. A. Del Bimbo).

- 2000 – Titolare di Assegno di Ricerca dal 2000 al 2006.

- 1999 – “Certificate of Appreciation for excellent equipment and technical support” della IEEE Computer Society per il lavoro svolto per la IEEE International Conference on Multimedia Computing and Systems (ICMCS’99).

- 1999 – Responsabile tecnico dei laboratori del Master in Multimedia dell’Università di Firenze.

- 1999 – Tutor del Master in Multimedia dell’Università di Firenze.

- 1999 – Abilitazione all’esercizio della professione di ingegnere presso l’Università degli Studi di Firenze.

- 1999 – Laurea in Ingegneria Elettronica presso l’Università degli Studi di Firenze (il 11/1/1999) discutendo una tesi dal titolo “Annotazione automatica di notiziari video” (relatori: proff. A. Del Bimbo e G. Bucci).

- 1989 – Diploma di maturità scientifica presso il Liceo “Gobetti” di Firenze.

Affiliazioni

- Membro dell’associazione internazionale IAPR (International Association for Pattern Recognition).

- Membro del centro di eccellenza nazionale MICC (Media Integration and Communication Center) dell’Università di Firenze.

- Membro ACM (Association for Computing Machinery)

- Membro IEEE (Institute of Electrical and Electronic Engineers)

Attività didattica

- Titolare del corso “Parallel Programming for Machine Learning” (6 CFU – 48 ore), I° anno corso di Laurea Magistrale Intelligenza Artificiale, Scuola di Ingegneria, Università di Firenze, a.a. 2024-2025, 2023-2024, 2022-2023, 2021-2022

- Titolare del corso “Parallel Computing” (9 CFU – 72 ore), I° anno corso di Laurea Magistrale Ingegneria Informatica, Scuola di Ingegneria, Università di Firenze, a.a. 2020-2021, 2019-2020, 2018-2019, 2017-2018, 2016-2017, 2015-2016

- Titolare del corso “Programmazione” (6 CFU – 54 ore), I° anno Ingegneria Informatica, Scuola di Ingegneria, Università di Firenze, a.a. 2024-2025, 2023-2024, 2022-2023, 2021-2022, 2020-2021, 2019-2020, 2018-2019, 2017-2018, 2016-2017, 2015-2016

- Titolare del corso “Laboratorio di programmazione” (3 CFU – 27 ore), I° anno Ingegneria Informatica, Scuola di Ingegneria, Università di Firenze, a.a. 2023-2024, 2022-2023, 2021-2022, 2020-2021, 2019-2020, 2018-2019, 2017-2018, 2016-2017, 2015-2016

- Titolare del corso “Progettazione e Produzione Multimediale” (6 CFU - 54 ore), III° anno Ingegneria Informatica, Scuola di Ingegneria, Università di Firenze, a.a. 2024-2025, 2023-2024, 2022-2023

- Titolare del corso “Laboratorio di Tecnologie dell’Informazione” (6 CFU – 54 ore), I° anno Ingegneria Informatica, Facoltà di Ingegneria, Università di Firenze, a.a. 2014-2015, 2013-2014, 2012-2013, 2011-2012, 2010-2011, 2009-2010, 2008-2009

- Titolare del corso “Introduction to Generative Adversarial Networks”, corso di dottorato “Smart Computing” e “Ingegneria dell’Informazione” (4 CFU – 16 ore), Scuola di Ingegneria, Università di Firenze, a.a. 2019-2020

- Titolare del corso “GPU Programming basics”, corso di dottorato “Smart Computing” e “Ingegneria dell’Informazione” (4 CFU – 16 ore), Scuola di Ingegneria, Università di Firenze, a.a. 2017-2018, 2016-2017

- Titolare del corso “Computer Vision and Deep Learning in Practice”, corso di dottorato “Smart Computing” e “Ingegneria dell’Informazione” (3 CFU – 12 ore), Scuola di Ingegneria, Università di Firenze, a.a. 2021-2022, 2020-2021

- Titolare del corso “Introduction to Deep Learning with Keras”, corso di dottorato “Smart Computing” e “Ingegneria dell’Informazione” (4 CFU – 16 ore), Scuola di Ingegneria, Università di Firenze, a.a. 2019-2020, 2017-2018

- Docenza incaricata al corso “Video editing” nell’ambito del Master in Multimedia organizzato da Università di Firenze a.a. 2013-2014, 2012-2013, 2011-2012, 2010-2011, 2009-2010, 2008-2009, 2007-2008, 2006-2007, 2005-2006, 2004-2005, 2003-2004, 2002-2003, 2001-2002, 2000-2001, 1999-2000.

- Titolare del corso “Fondamenti di Informatica I”, I anno Ingegneria dell’Informazione, Facoltà di Ingegneria, Università di Firenze (Polo di Prato), a.a. 2007-2008

- Docenza incaricata al corso “Fondamenti di Informatica”, I anno design industriale, Facoltà di Architettura, Università di Firenze, a.a. 2002–2003.

- Docenza incaricata al corso “Sistemi di elaborazione delle informazioni”, III anno fisioterapia, Facoltà di Medicina, Università di Firenze, a.a. 2009-2010, 2008-2009, 2007-2008, 2006-2007.

- Docenza incaricata al corso “Preparazione alla certificazione Cisco CCNA” nell’ambito del Master in Multimedia organizzato da Università di Firenze a.a. 2003-2004, 2002-2003.

- Docenza incaricata al corso “Linguaggi di Markup” nell’ambito del Master in Multimedia organizzato da Università di Firenze a.a. 2003-2004, 2002-2003, 2001-2002.

- Docenza incaricata al corso “Handheld devices programming” nell’ambito del Master in Multimedia organizzato da Università di Firenze a.a. 2004-2005, 2003-2004, 2002-2003, 2001-2002.

- Docente incaricato del corso “Unix di base” nell’ambito del Master in Multimedia organizzato da Università di Firenze a.a. 1999-2000.

- Attività didattica di supporto al corso “Database Multimediali” (prof. A. Del Bimbo), IV anno ing. elettronica, ing. delle telecomunicazioni ed ing. informatica, Facoltà di Ingegneria, Università di Firenze, a.a. 2014-2015, 2013-2014, 2012-2013, 2011-2012, 2010-2011, 2009-2010, 2008–2009, 2007–2008, 2006–2007, 2005–2006, 2004–2005, 2003–2004.

- Attività didattica di supporto al corso “Progettazione e Produzione Multimediale” (prof. A. Del Bimbo), III anno ing. informatica, Facoltà di Ingegneria, Università di Firenze, a.a. 2014-2015, 2011-2012, 2010-2011, 2009-2010, 2008–2009, 2007–2008, 2006–2007, 2005–2006, 2004-2005, 2003–2004, 2002–2003.

- Attività didattica di supporto al corso “Sistemi di Elaborazione” (Ing. S. Berretti), V anno previgente ordinamento, cdl Ing. Informatica, Ing. Telecomunicazioni, Facoltà di Ingegneria, Università di Firenze, a.a. 2004–2005, 2002–2003.

- Attività didattica di supporto al corso “Sistemi di Elaborazione” (Ing. P. Pala), IV anno ing. elettronica, ing. delle telecomunicazioni ed ing. informatica, Facoltà di Ingegneria, Università di Firenze, a.a. 2001–2002.

Altre attività didattiche

- Docente di corso su SOA (per conto del Centro Servizi Informatici dell’Università di Firenze), 2013

- Docente di corso avanzato di programmazione Java (per conto del Centro Servizi Informatici dell’Università di Firenze), 2014, 2012.

- Docente di corsi su HTML (per conto del Centro Servizi Informatici dell’Università di Firenze), 2010, 2009.

- Docente di corsi di preparazione a ECDL (per conto del Centro Servizi Informatici dell’Università di Firenze), 2005, 2004.

- Docente del corso “Linguaggi di Markup II” (corso IFTS “Esperto web”), Firenze 2004

- Docente di corsi di strumenti di programmazione e programmazione Java (per conto della ditta B4 Srl di Firenze), 2004.

- Docente del corso “Elaborazione di immagini e visione artificiale” (per conto della ditta Space s.r.l. di Prato e del Master in Multimedia dell’Università di Firenze), 2001.

Attività scientifica e di servizio

2024

- Direttore del Media Integration and Communication Center (MICC) dell’Università di Firenze

- NVIDIA AI Technology Center Italy (NVAITC) Scientific Advisory Board member

- ACM Multimedia Steering Committee member at-large (fino a 2027)

- Technical Program Committee member " ACM International Conference on Multimedia (ACM MM), 28 Oct- 1 Nov., Melbourne, Australia

2023

- Direttore del Media Integration and Communication Center (MICC) dell’Università di Firenze

- NVIDIA AI Technology Center Italy (NVAITC) Scientific Advisory Board member

- Program Co-Chair, “ACM International Conference on Multimedia (ACM MM)”, 30 Oct- 2 Nov., Ottawa, Canada.

- Technical Program Committee member "27th International Conference on Pattern Recognition (ICPR)", June 12-15, Thessaloniki, Greece

2022

- Direttore del Media Integration and Communication Center (MICC) dell’Università di Firenze

- Competitions Chair, “26th International Conference on Pattern Recognition (ICPR)”, 21-25 Agosto, Montreal, Canada

- Publicity and International Relations chair, “International Conference on Content-Based Multimedia Indexing (CBMI)”, 14-16 September, Graz, Austria.

- Guest Editor “Multimedia Tools and Applications (MTAP)”, special issue on Content-based Image Retrieval

- Area Chair of “ACM Multimedia (ACM MM)”, 10-14 October, Lisbon, Portugal

- Proceedings Chair of “ACM Multimedia (ACM MM)”, 10-14 October, Lisbon, Portugal

- Technical Program Committee member "26th International Conference on Pattern Recognition (ICPR)", August 21-25, Montreal, Quebec, Canada

- Technical Program Committee member "ACM International Conference on Multimedia Retrieval (ICMR)", June 27-30, Newark, NJ, USA

- Technical Program Committee member “International Conference on Content-based Multimedia Indexing (CBMI)", September 14-16, Graz, Austria

2021

- Direttore del Media Integration and Communication Center (MICC) dell’Università di Firenze

- Competitions Chair, “25th International Conference on Pattern Recognition (ICPR)”, 10-15 Gennaio, Milano, Italia

- Session Chair of “Image/Video processing session” of “25th International Conference on Pattern Recognition (ICPR)”, 10-15 Gennaio, Milano, Italia

- Workshop co-chair, “IEEE International Symposium on Multimedia (ISM)”, 29 November-1 December, Napoli, Italia

- Area Chair of “ACM Multimedia (ACM MM)”, 20-24 October, Chengdu, China

- Steering committee member “International Conference on Content-Based Multimedia Indexing (CBMI)”

- Technical Program Committee member "IEEE International Conference on Multimedia & Expo (ICME)", July 5-9, Shenzen, China

- Technical Program Committee member " ACM International Conference on Multimedia Retrieval (ICMR)", July 12-15, Taipei, Taiwan

2020

- Associate Editor di Multimedia Tools and Applications (MTAP)

- Direttore del Media Integration and Communication Center (MICC) dell’Università di Firenze

- Guest editor “International Journal of Multimedia Information Retrieval”, special issue on “International Conference on Multimedia Retrieval 2019”

- Workshop co-chair, “IEEE International Symposium on Multimedia (ISM)”, 2-4 December, Napoli, Italia

- Membro del comitato di gestione del Centro per la Comunicazione e l’Integrazione dei Media – Università degli Studi di Firenze

- Technical Program Committee member “25th International Conference on Pattern Recognition (ICPR2020)”, 13-18 Settembre, Milano, Italia

- Technical Program Committee member “IEEE International Conference on Multimedia (ICME)”, July 6-10, London, UK

- Technical Program Committee member “ACM International Conference on Multimedia Retrieval (ICMR)”, 8-11 June, Dublin, Ireland.

- Technical Program Committee member “International Conference on Content-Based Multimedia Indexing (CBMI)”, 2-4 September, Lille, France.

2019

- Associate Editor IEEE Transactions on Multimedia

- Program co-chair, “ACM International Conference on Multimedia Retrieval (ICMR)”, June 10-13, Ottawa, Canada

- Best Paper Award Committee Co-Chair “2nd IEEE International Conference on Multimedia Information Processing and Retrieval (IEEE MIPR)”, 20-30 Mar, San Jose, CA, USA

- Special Session Chair, “ 20^thInternational Conference on Image Analysis and Processing (ICIAP)”, 9-13 September, Trento, 2019

- Publicity Chair, “21st IEEE International Symposium on Multimedia (ISM)”, December 9-11, San Diego, California, USA

- Membro del comitato di gestione del Centro per la Comunicazione e l’Integrazione dei Media – Università degli Studi di Firenze

- Technical Program Committee member “IEEE International Conference on Multimedia (ICME)”, July 8-12, Shangai, Cina

2018

- Associate Editor IEEE Transactions on Multimedia

- General co-chair “International Conference on Content-Based Multimedia Indexing (CBMI)”, Sept. 4-6, La Rochelle, France

- Area Chair (Track 3: Image, Speech, Signal and Video Processing) “24^th International Conference on Pattern Recognition (ICPR)”, Aug. 20-24, Beijing, China

- Area Chair of “Multimedia and Vision”, “ACM Multimedia (ACM MM)”, Oct. 22-26, Seoul, Korea

- Video track chair “ACM Multimedia (ACM MM)”, Oct. 22-26, Seoul, Korea

- Publicity co-chair “IEEE International Symposium on Multimedia (ISM)”, Taichung, Taiwan, December 10-12, 2018

- Membro del comitato di gestione del Centro per la Comunicazione e l’Integrazione dei Media – Università degli Studi di Firenze

- Technical Program Committee member “ACM International Conference on Multimedia Retrieval (ICMR)”, June 11-14, Yokohama, Japan

- Technical Program Committee member “International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI)”, May 14-17, Montréal, Canada

- Technical Program Committee member “IEEE International Conference on Multimedia (ICME)”, July 23-27, San Diego, USA

- Technical Program Committee member “IEEE Image, Video, and Multidimensional Signal Processing (IVMSP)”, 10-12 June, Zagori, Greece

2017

- Associate Editor IEEE Transactions on Multimedia

- General chair “International Workshop on Content Based Multimedia Indexing (CBMI)”, Giu 19-21, Firenze, Italia

- Publicity co-chair “IEEE International Symposium on Multimedia (ISM)”, Taichung, Taiwan, December 11-13, 2017

- General co-chair “Workshop on Web-scale Vision and Social Media (VSM)” in congiunzione con ICCV 2017, Oct. 22-29, Venezia, Italy

- Membro del comitato di gestione del Centro per la Comunicazione e l’Integrazione dei Media – Università degli Studi di Firenze

- Relatore invitato al tutorial “Image Tag Assignment, Refinement and Retrieval”, alla conferenza “International Conference on Image Analysis and Processing (ICIAP)”, 11-15 Sep., Catania, Italia

- Technical Program Committee member “ACM International Conference on Multimedia (MM)”, October 23-27, Mountain View, CA, USA

- Technical Program Committee member “IEEE International Conference on Multimedia (ICME)”, July 10-14, Hong Kong, China

- Technical Program Committee member “ACM International Conference on Multimedia Retrieval (ICMR)”, June 6-9, Bucharest, Romania

- Technical Program Committee member “22nd Iberoamerican Congress on Pattern Recognition (CIARP)”, 7-10 November 2017, Valparaíso, Chile

2016

- Video track chair “ACM Multimedia (ACM MM)”, 15-19 Oct., Amsterdam, The Netherlands

- Membro del comitato di gestione del Centro per la Comunicazione e l’Integrazione dei Media – Università degli Studi di Firenze

- Guest editor Multimedia Tools and Applications, special issue on CBMI 2015

- Area Chair (Track 3: Image, Speech, Signal and Video Processing) “23^rd International Conference on Pattern Recognition (ICPR)”, Dic. 4-8, Cancún, México

- Technical Program Committee member “ACM Multimedia (ACM MM)”, Amsterdam, The Netherlands

- Technical Program Committee member “ACM International Conference on Multimedia Retrieval (ICMR)”, June 6-9, New York, USA

- Technical Program Committee member “14th International Workshop on Content-Based Multimedia Indexing (CBMI)”, June 15-17, Bucharest, Romania

- Technical Program Committee member “IEEE International Conference on Multimedia (ICME)”, July 11-15, Seattle, USA

- Technical Program Committee member “4th International Workshop on Linked Media (LiME)”, Heraklion, Greece, May 29-June 2.

- Technical Program Committee member “Visual Communications and Image Processing (VCIP)”, November 27-30, ChengDu, China

2015

- Associate Editor 2015-2016 IEEE Transactions on Multimedia

- Technical Program co-chair “International Workshop on Content Based Multimedia Indexing (CBMI)”, 10-12 June, Prague, Czech Republic

- Tutorial Chair “ACM International Conference on Multimedia Retrieval (ICMR)”, 23-26 June, Shanghai, China

- Open Source Software Competition Chair “ACM Multimedia (ACM MM)”, 26-30 Oct., Brisbane, Australia

- Relatore invitato al tutorial “Image Tag Assignment, Refinement and Retrieval”, alla conferenza “ACM Multimedia (ACM MM)”, 26-30 Oct., Brisbane, Australia

- Membro del comitato ordinatore del Master in Multimedia dell'Università di Firenze

- Technical Program Committee member “7th International Conference on Internet Multimedia Computing and Service (ICIMCS)”, Zhangjiajie, China, Aug.19-21

- Technical Program Committee member “ACM International Conference on Multimedia Retrieval (ICMR)”, June 23-26, Shanghai, China

- Technical Program Committee member “3^rd International Workshop on Linked Media (LiME)”, co-located with WWW 2015, Florence, Italy, May 18

- Technical Program Committee member “IEEE International Conference on Multimedia (ICME)”, June 29 - July 3, Torino, Italy

- Technical Program Committee member “IEEE International Conference on Semantic Computing (ICSC)”, 9-11 Nov., Anaheim, California, USA

- Technical Program Committee member "ACM Multimedia Systems (MMSYS) - Dataset track", March, Portland, USA

2014

- Membro del comitato ordinatore del Master in Multimedia dell’Università di Firenze

- General co-chair “Workshop on Web-scale Vision and Social Media (VSM)” in congiunzione con CVPR 2014, 23-28 Giugno, Columbus, Ohio, USA

- Technical Program Committee member "ACM Conference on Multimedia (ACM MM)", Novembre 3-7, Orlando, USA

- Technical Program Committee member “IEEE International Conference on Multimedia and Expo (ICME)”, July 14 - 18, 2014, Chengdu, China

- Technical Program Committee member “Pacific-Rim Conference on Multimedia (PCM)”, Dic. 1-4, Malesia

- Technical Program Committee member Cross-media Analysis from Social Multimedia (CASM) Workshop in conjunction with “IEEE International Conference on Multimedia and Expo (ICME)”, July 14 - 18, 2014, Chengdu, China

- Technical Program Committee member “22nd International Conference on Pattern Recognition (ICPR)”, August 24-28, Stockholm, Sweden

- Technical Program Committee member “10th Italian Research Conference on Digital Libraries (IRCDL)”, 30-31 Gennaio, Padua, Italy

- Technical Program Committee member “12th International Workshop on Content-Based Multimedia Indexing (CBMI)”, June 18-20, Klagenfurt, Austria

- Technical Program Committee member “Second International Workshop on Linked Media (LiME 2014”, in conjunction with ESWC, May 25-29, Heraklion, Greece

- Technical Program Committee member “Eighth IEEE International Conference on Semantic Computing (ICSC)”, June 16-18, Newport Beach, California, USA

- Program Committee Member “MMSys 2014 Data Set Track”, March 21-24, Singapore

- Program Committee Member “International Conference on Internet Multimedia Computing and Service (ICIMCS)”, July 10-12, Xiamen, China

- Program Committee Member of the track Multimedia Information Retrieval and Applications (MIRA) of the 10th International conference SITIS 2014, November 23-27, Marrakech, Morocco

2013

- Membro del comitato ordinatore del Master in Multimedia dell’Università di Firenze

- Publicity co-chair per ACM Multimedia 2013, 21-25 Ottobre, Barcellona, Spagna

- General co-chair “4th IEEE ARTEMIS 2013 International Workshop on Analysis and Retrieval of Tracked Events and Motion in Imagery Streams” in congiunzione con ACM Multimedia, 21-25 Ottobre, Barcellona, Spagna

- Session Chair “Open Source Software Competition” ACM Multimedia 2013

- Technical Program Committee member "3rd International Workshop on Interactive Multimedia on Mobile and Portable Devices ", in congiunzione con ACM Multimedia 2013, 22 Ottobre, Barcellona, Spagna

- Program Committee member, "Pacific-Rim Conference on Multimedia (PCM)", December 13-16, 2013 - Nanjing, China

- Program Committee member, “7th IEEE International Conference on Semantic Computing (ICSC)”, September 16-18, 2013 - Irvine, California, USA

- Technical Program Committee member "ACM International Conference on Internet Multimedia Computing and Service (ICIMCS)", Huangshan, China, Aug. 17 - 19, 2013

- Technical Program Committee member “ACM International Conference on Multimedia Retrieval (ICMR)”, 16-19 Aprile, Dallas (TX), USA

- Technical Program Committee member “IEEE International Conference on Multimedia and Expo (ICME)”, July 15 - 19, 2013, San Jose, California, USA

- Technical Program Committee member “11th International Workshop on Content-Based Multimedia Indexing (CBMI)”, June 17-19, Veszprém, Hungary

- Program Committee Member “9th International Conference on Signal Image Technology & Internet Based Systems”, December 2-5, Kyoto, Japan

- Program Committee Member “ICCV Workshop on Action Recognition with a Large Number of Classes (THUMOS)”, in conjunction with ICCV, Sydney, Australia

2012

- General co-chair “Workshop on Web-scale Vision and Social Media (VSM)” in congiunzione con ECCV 2012, 7-13 Ottobre, Firenze, Italia

- General co-chair “3rd IEEE ARTEMIS 2012 International Workshop on Analysis and Retrieval of Tracked Events and Motion in Imagery Streams” in congiunzione con ECCV 2012, 13 Ottobre, Firenze, Italia

- Web Chair “European Conference on Computer Vision (ECCV)”, 7-13 Ottobre, Firenze, Italy

- Special Session Co-Chair “18th International Conference on MultiMedia Modeling (MMM)”, 4-6 Gennaio, Klagenfurt, Austria

- Technical Program Committee member per "International Workshop on Information Fusion in Computer Vision for Concept Recognition (IFCVCR 2012)", in congiunzione con 12th European Conference on Computer Vision (ECCV 2012), Ottobre 13, 2012, Firenze, Italy

- Technical program committee member "Pacific-Rim Conference on Multimedia (PCM)", 4-7 Dicembre, Singapore

- Technical program committee member “ACM Conference on Multimedia (ACM MM)”, 29 Ott. – 2 Novembre, Nara, Giappone

- Technical program committee member “International Workshop on Socially-Aware Multimedia”, in congiunzione con ACM MM 2012, 29 Ott., Nara, Giappone

- Technical program committee member “Personalized Access to Cultural Heritage: Multimedia by the Crowd, for the Crowd”, in congiunzione con ACM MM 2012, 29 Ott., Nara, Giappone

- Program committee member “ECCV 2012 Workshop on Information Fusion in Computer Vision for Concept Recognition (IFCVCR)” in congiunzione con ECCV 2012, 7-13 Ottobre, Firenze, Italia

- Program Committee member “Sixth IEEE International Conference on Semantic Computing (ICSC)”, 19-21 Settembre, Palermo, Italia

- Technical Program Committee member “ACM International Conference on Multimedia Retrieval (ICMR)”, 5-8 Giugno, Hong Kong, PR China

- Program Committee Member “ASE/IEEE International Conference on Social Computing”, Settembre 3-6, Amsterdam, The Netherlands

- Program Committee Member “10th Workshop on Content-Based Multimedia Indexing (CBMI)”, Giugno 27-29, Annecy, Francia

- Technical Program Committee member “International Conference on Multimedia and Expo (ICME)”, 9-13 Luglio, Melbourne, Australia

- Technical Program Committee member “Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2012)”, 4-6 Luglio, Palermo, Italy

- Technical Program Committee member “IRCDL 2012 - 8th Italian Research Conference on Digital Libraries”, 9-10 Febbraio, Bari, Italy

2011

- Co-chair “2nd IEEE Workshop on Analysis and Retrieval of Tracked Events and Motion in Imagery Streams (ARTEMIS)”, 12 Novembre, Barcellona, Spain

- Session chair “2^a poster session di ACM International Conference on Multimedia Retrieval (ICMR)”, 17-20 Aprile, Trento, Italia

- Guest editor “Multimedia Tools and Applications (MTAP)”, Special Issue on “Multimedia and Semantic Technologies for Future Computing Environments”

- Guest editor per “Interactive Learning Environments”, Special Issue on "Semantic Technologies for Multimedia-enhanced Learning Environments", Volume 19, Issue 1, 2011, Pages 1 – 4

- Area co-chair “Multi-Modal Integration and Understanding in The Imperfect World”, ACM Multimedia (ACM MM) 2011, 28 Nov-1 Dicembre, Scottsdale, AZ, USA

- Program co-chair 2nd FTRA International Workshop on Multimedia and Semantic Technologies (MUST 2011) June 28-30, Crete, Grecia.

- Technical Program Committee member di Pacific-Rim Conference on Multimedia (PCM), 20-22 Dicembre, Sydney, Australia

- Technical Program Committee member Fourth International Workshop on Automated Media Analysis and Production for Novel TV Services (AIEMPro), colocato con ACM Multimedia (ACM MM) 2011, 28 Nov-1 Dicembre, Scottsdale, AZ, USA

- Technical Program Committee member Open Source Software Competition ACM Multimedia 2011, 28 Nov-1 Dicembre, Scottsdale, AZ, USA

- Technical Program Committee member 13th International Workshop of the Multimedia Metadata Community on "Multimedia on the Web" (MMWeb2011), 8 Settembre, Graz, Austria

- Technical Program Committee member IEEE International Conference on Multimedia & Expo, 11-15 Luglio, Barcelona, Spagna

- Technical Program Committee member 9^th International Workshop on Content-Based Multimedia Indexing (CBMI 2011), 13-15 Giugno, Madrid, Spagna.

- Program Committee member 17^th International Conference on Multimedia Modeling (MMM 2011)

- Program Committee member 7^th Italian Research Conference on Digital Libraries - IRCDL 2011, 20-21 Gennaio, Pisa, Italia.

2010

- Open Source Software Competition Chair per ACM Multimedia (ACM MM 2010), Firenze, Italia, 25-29 Ottobre.

- Program Area Chair for the ACM ARTEMIS2010: First ACM International Workshop on Analysis and Retrieval of Tracked Events and Motion in Imagery Streams, in conjunction with ACM Multimedia 2010.

- Program Co-chair member per International Workshop on Multimedia and Semantic Technologies (MUST 2010), Busan, Korea, Maggio 21-23.

- Program Committee member International Workshop on Ontologies for Multimedia Interpretation and Retrieval (OMIR 2010), in conjunction with SAMT 2010

- Program Committee member 3rd Workshop on Automated Information Extraction in Media Production (AIEMPro10), in conjunction with ACM Multimedia 2010

- Program Committee member per 6th Italian Research Conference on Digital Libraries - IRCDL 2010, Padua, Italy, 28-29 Gennaio.

- Technical Program Committee member IEEE International Conference on Multimedia & Expo (ICME 2010), Singapore, 19-23 Luglio.

- Technical Program Committee member per ACM Multimedia (ACM MM 2010) Content Track, Firenze, Italia, 25-29 Ottobre.

- Technical Program Committee member per ACM Multimedia (ACM MM 2010) Applications Track, Firenze, Italia, 25-29 Ottobre.

- Technical Program Committee member per 8th Workshop on Content-based Multimedia Indexing (CBMI 2010), Grenoble, Francia, 23-25 Giugno.

2009

- Technical Program Committee member per 6th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), Genoa, Italy, 2-4 Settembre.

- International Program Committee member per Second International Workshop on Tracking Humans for the Evaluation of their Motion in Image Sequences (THEMIS'2009), in conjunction with ICCV2009, 29th September - 2 Ottobre, Kyoto, Japan.

- Technical Program Committee member per 15^th International Multimedia Modeling Conference (MMM), 7-9 January, Sophia-Antipolis, France

2008

- Technical Program Committee member per 15^th International Multimedia Modeling Conference (MMM), 7-9 Gennaio 2009, Eurecom, Sophia-Antipolis, Francia

- International Program Committee member per First International Workshop on Tracking Humans for the Evaluation of their Motion in Image Sequences (THEMIS'2008), in congiunzione con BMVC 2008, 1-4 Settembre, Leeds, UK.

2007

- Session chair per International Workshop on Visual and Multimedia Digital Libraries (VMDL) 2007, 13-14 Settembre, Modena

- Session chair per 9th ACM SIGMM International Workshop on Multimedia Information Retrieval, 28-29 Settembre, 2007, University of Augsburg, Germany

2006

- Program committee member per VSSN 2006 – 4^th ACM International Workshop on Video Surveillance & Sensor Networks in conjunction with ACM Multimedia 2006, Santa Barbara, USA, Ottobre

- Program committee chair per CVBASE ’06 - Workshop on Computer Vision Based Analysis in Sport Environments in conjunction with ECCV 2006, Graz, Austria, 12 Maggio.

2005

- Proceedings Chair per Delos Int. Workshop on Audio-Visual Content and Information Visualization in Digital Libraries (AVIVDLib), 4-6 Maggio.

1999

- Local Technical Committee member di IEEE International Conference on Multimedia Computing and Systems ICMCS’99, Firenze.

- Revisore per riviste e conferenze internazionali (dal 2000):

Riviste:

- Pattern Analysis and Applications

- Multimedia Tools and Applications

- IEEE Multimedia

- IEEE Transactions on Multimedia

- IEEE Transactions on Information Systems

- IEEE Transactions on Circuits and Systems for Video Technology

- IEEE Pattern Analysis and Machine Intelligence

- IEEE Signal Processing Magazine

- ACM/Springer Journal on Multimedia Systems

- Pattern Recognition

- Image and Vision Computing Journal

- IET Computer Vision

- ACM TOMCCAP

- Signal Processing: Image Communication

- EURASIP Journal on Image and Video Processing

Invited speaker per seminari presso Istituzioni accademiche:

- “Social media annotation and recommendation”, HES-SO Valais-Wallis, Freiburg, Svizzera (Febbraio 2013)

- “Content-Based Image and Video Retrieval”, Dagstuhl International Conference and Research Center for Computer Science, Wadern, Germania (Aprile 2006)

- “Sports highlight recognition for semantic annotation and video adaptation”, Dagstuhl International Conference and Research Center for Computer Science, Wadern, Germania (Gennaio 2004)

- “Content-Based Image and Video Retrieval”, Dagstuhl International Conference and Research Center for Computer Science, Wadern, Germania (Dicembre 1999)

Bandi competitivi

- “Bando grandi attrezzature”, Fondazione Cassa di Risparmio di Firenze, 2020

- Progetto “Just Do It”, Fondazione Cassa di Risparmio di Firenze, 2020-2021

- “Bando di finanziamento per acquisto di strumento finalizzato alla ricerca”, Università degli Studi di Firenze, 2018

Partecipazione a Progetti Europei:

- EU H2020 CSA: Responsabile scientifico unità DINFO del Progetto ReInHerit - Proposal number: 101004545, TRANSFORMATIONS-19-2020 (budget unità: 279.487 €)

- EU H2020 RIA: Responsabile scientifico unità DINFO del Progetto AI4Media, Proposal number: 951911 (budget unità: 418.750 €)

- EU Erasmus+: “UMETECH - University & Media Technology for Cultural Heritage” (EU 574105-EPP-1-2016-1-IT-EPPKA2-CBHE-JP UMETECH, 2016-2018, coordinatore prof. A. Del Bimbo)

- EU IST: “EUTV – Adaptive Channels in Europe” – WP Leader (EU IST FP7-26428 euTV, 2010-2012, coordinatore prof. A. Del Bimbo)

- EU EraSME: “Optimal Road sUrveillance System based on Scalable vIdeo” – WP Leader (EU EraSME 6th call ORUSSI, 2010-2012, coordinatore prof. A. Del Bimbo)

- EU IST: “Immersive Multimedia Interfaces” – WP Leader (EU IST FP7-222267 IM3I, 2009-2011, coordinatore prof. A. Del Bimbo)

- EU IST: “Interactive semantic video search with a large thesaurus of machine-learned audio-visual concepts” – WP Leader (EU IST FP6-045547, 2007-2010 VidiVideo, coordinatore prof. A. Del Bimbo)

- EU NOE: “Network of Excellence DELOS” – WP Leader (EU NOE DELOS, 2004-2006, coordinatore prof. A. Del Bimbo)

- EU NOE: DELOS-NSF Working Group on Digital Imagery for Significant Cultural and Historical Materials (EU NOE DELOS, 2002-2003, coordinatore prof. A. Del Bimbo)

- EU IST: “Automatic Segmentation and Semantic Annotation of Sports Videos” (EU IST1999-13082 ASSAVID, 1999–2002, coordinatore Prof. A. Del Bimbo)

- EU CARDS: “Support to the reform of Serbian Media Legislation towards EU standards and strengthening of legal and technical skills of media professionals.” (EU CARDS Regional Democratic Stabilisation Programme, 2004, coordinatore E. Brogi - MICC)

- EU TEMPUS: “Reorganization of University Libraries of Albania” (EU TEMPUS JEP N. 14174 ALBANet, 1999–2002, coordinatore Prof. A. Del Bimbo)

Partecipazione a Progetti Internazionali:

- Partecipazione al progetto di ricerca Internazionale "GLAIVE: Graphics-Based Learning Approach Integrated with Vision Elements" supported by the Office of the Director of National Intelligence (ODNI), Intelligence Advanced Research Projects Activity (IARPA), via IARPA contract number 2014-14071600011. Altre università partecipanti: University of South California (USC).dal 01-03-2014 al 2020

Partecipazione a Progetti Nazionali:

- Responsabile scientifico per l’unità DINFO del progetto “CHANGES” PNRR PE5 Spoke 4 (budget unità: 106.100 €)

- Partecipante al progetto “The Social Museum and Smart Tourism” MIUR Cluster project

- Responsabile degli use case 6 (Videosorveglianza) e 7 (Applicazioni per i beni culturali) del progetto di ricerca "Progetto 5G" con capofila Open Fiber e Wind 3 per la sperimentazione di applicazioni in ambito 5G nella città di Prato.

dal 01-01-2017 al 01-09-2020

Partecipazione a Progetti Regionali:

- Responsabile scientifico del progetto “Generative Human Api for Prompt Integration (GENHAPI)” cofinanziato dalla Regione Toscana, all'interno del Programma FESR 2021-2027 OP1 OS1 Azione 1.1.4 – dal 8/12/2024 al 8/3/2026 (budget unità DINFO: 152.825 €)

- Responsabile scientifico del progetto “Piattaforma digitale per una Food Supply Chain intelligente che produce buon cibo di qualità, commisura le risorse, aiuta ad evitare gli sprechi e preservare l’ambiente (Smart Food Supply Chain)” cofinanziato dalla Regione Toscana, all'interno del Programma FESR 2021-2027 OP1 OS1 Azione 1.1.4. – dal 8/12/2024 al 8/3/2026 (budget unità DINFO: 162.120 €)

- Responsabile scientifico del progetto “Sviluppo tecnologico e implementazione di una Piattaforma digitAle integRata per il settore del CristaLlo, con archivio, customizzatore AI, prototipazione 3D e esperIenze XR e VR (SPARCLI)” cofinanziato dalla Regione Toscana, all'interno del Programma FESR 2021-2027 OP1 OS1 Azione 1.1.4. – dal 8/12/2024 al 8/3/2026 (budget unità DINFO: 151.892 €)

- Responsabile scientifico del progetto "IMAGACT-MED. SISTEMI DI ACCESSIBILITÀ UNIVERSALE PER LA SANITÀ" cofinanziato dalla Regione Toscana, all'interno del Programma Attuativo Regionale del Fondo Aree Sottoutilizzate (PAR-FAS 2007-2013) - dal 01-04-2017 a 2019 (budget unità DINFO: 213.422 €)

- “SISSI - Intermodal System Integrated for Security and Signaling on Rail”, cofinanziato dalla Regione Toscana, all’interno del Programma Attuativo Regionale del Fondo Aree Sottoutilizzate (FAS) - dal 01-03-2011 al 28-02-2014

- “Pitagora - Airport Operations Management”, cofinanziato dalla Regione Toscana, all’interno del Programma Attuativo Regionale, e dal Fondo Europeo di Sviluppo Regionale (POR CReO FESR) -dal 24-02-2012 al 27-03-2015

- Partecipazione al progetto di ricerca “RIS - Sistema ad Interazione Naturale Collaborativa”, cofinanziato dalla Regione Toscana, all’interno del Programma Attuativo Regionale, e dal Fondo Europeo di Sviluppo Regionale (POR CReO FESR) - dal 01-05-2012 al 30-06-2013

- “eSERVANT”, finanziato da Regione Toscana nell’ambito del Bando POR FESR 2014-2020 (D.D n. 3389 del 30/07/2014) – Bando 2. Progetti di ricerca e sviluppo delle PMI, approvato al finanziamento con D.D. 10750 del 30/09/2016 - dal 01-04-2016 a oggi

Partecipazione a Progetti Università-Impresa

- Responsabile scientifico del progetto “Sistema di monitoraggio Unmanned Railway Vehicle (URV)” (MICC – RFI, 2018-2024, coordinatore) (budget unità DINFO: 506.937€)

- Responsabile scientifico del progetto “5VReal –qualità visuale” (Small Pixels – MICC, 2024, coordinatore) (budget: 30.000€)

- Responsabile scientifico del progetto “Atelier Digitale” (Ass. SpazioxTempo - MICC) (budget progetto: 15.573€)

- “Social Topics and Media Analysis Tool” (MICC- Telecom Italia, coordinatore prof. A. Del Bimbo)

- “Codifica intelligente di video H.264 e scalatura di fotogrammi” (MICC - SELEX, coordinatore prof. A. Del Bimbo)

- “Riconoscimento di marchi in video sportivi” (MICC - SportSystem, coordinatore prof. A. Del Bimbo)

- “Applicazioni per terminali mobili” (Dipartimento Sistemi e Informatica - Bassnet, coordinatore prof. A. Del Bimbo)

- “Segmentazione video e analisi dei contenuti visuali” (Dipartimento Sistemi e Informatica - Bassnet, coordinatore prof. A. Del Bimbo)

- “Attivazione di sistema di videoconferenza per il cittadino, attraverso internet” (Dipartimento Sistemi e Informatica - Comune di Firenze, coordinatore prof. A. Del Bimbo)

- “Ricerca e realizzazione di due CD interattivi relativi alle componenti biologiche di matrici acquose” (Dipartimento Sistemi e Informatica - Comune di Firenze, coordinatore prof. A. Del Bimbo)

Grant

- Ottenimento del grant "Y! Star" di Yahoo! Per la donazione di server a ricercatori accademici. Il grant ottenuto è un cluster composto da 30 server DELL R410 e 68 server HP ProLiant DL160 G6, correntemente installato presso il MICC, 2016.

- Ottenimento di donazione di GPU NVIDIA nel programma NVIDIA GPU GRANT (2015, 2018)

Attività Professionale

- Revisore di articoli scientifici per la VQR per MIUR, 2021

- Revisore di progetti scientifici e di trasferimento tecnologico per Sardegna Ricerche, 2013-2024

- Revisore di progetti scientifici e di trasferimento tecnologico per FinPiemonte, 2020

- Revisore di progetti scientifici e di trasferimento tecnologico per la Regione Campania, 2018, 2023-2024

- Revisore di progetti scientifici e di trasferimento tecnologico per Puglia Sviluppo, 2016, 2024

- Revisore di progetti scientifici e di trasferimento tecnologico per MIUR, 2015-2016

- Valutatore per European Commission Directorate-General Information Society and Media - IST-2006-2.6.3 Advanced search technologies for digital audio-visual content – call 6, 2006

- Estensore del progetto di ricerca precompetitiva su tematiche di watermarking digitale per accedere ai finanziamenti previsti dal Docup 2 della regione Toscana (per conto della ditta Fabricalab di Firenze), 2004

Marco BERTINI

Interessi

Marco Bertini si occupa di analisi di immagini e video, visione artificiale e intelligenza artificiale per applicazioni nei settori delle tecnologie multimediali. Il suo lavoro si concentra in particolare sulla definizione di metodologie di estrazione e rappresentazione dell’informazione visuale volte all’analisi, annotazione e ricerca del contenuto semantico, oltre che su aspetti di compressione intelligente e valutazione della qualità.

Il problema della ricerca basata su contenuti ha riguardato il retrieval di oggetti 3D e lo sviluppo di sistemi interattivi multi-utente per il video retrieval fino, più recentemente, il combined image retrieval.

L’attività di ricerca ha riguardato anche l’analisi dei social media sia per quanto riguarda l’annotazione automatica che il collaborative filtering e la recommendation.

Marco BERTINI

Note

I materiali di tutti i corsi sono disponibili su Moodle, cui ci si può iscrivere se studenti di Unifi senza uso di password.

I materiali comprendono lucidi, esercizi di programmazione e video per tutte le lezioni.

Marco BERTINI

Pubblicazioni

Legenda

Contributo su rivista |

Articolo su libro |

Libro |

Contributo in atti di convegno (proceeding) |

Brevetto |

Curatela | Altro

Altro |

Tesi di Dottorato

Bagdanov; My; Bertini (In corso di stampa). Bottom-up and Layer-wise Domain Adaptation for Pedestrian Detection in Thermal Images. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS, pp. 1-19, ISSN:1551-6857

Vivoli, Emanuele; Capineri, Lorenzo; Bertini, Marco (2025). HoloMine: A Synthetic Dataset for Buried Landmines Recognition using Microwave Holographic Imaging. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, pp. 1-11, ISSN:1939-1404 DOI Accesso ONLINE all'editore

Berlincioni, Lorenzo; Bertini, Marco; Del Bimbo, Alberto (2025). High-speed image enhancement: Real-time super-resolution and artifact removal for degraded analog footage. JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION, vol. 45, pp. 0-0, ISSN:2452-414X DOI

Berlincioni, Lorenzo; Cultrera, Luca; Bertini, Marco; Del Bimbo, Alberto (2025). Navigating social contexts: A transformer approach to relationship recognition. COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 254, pp. 0-0, ISSN:1077-3142 DOI

Mistretta, Marco; Baldrati, Alberto; Bertini, Marco; Bagdanov, Andrew D. (2024). Improving Zero-Shot Generalization of Learned Prompts via Unsupervised Knowledge Distillation. In: European Conference on Computer Vision, Springer, pp. 459-477, ISBN:9783031729065 DOI

Emanuele Vivoli; Irene Campaioli; Mariateresa Nardoni; Niccolò Biondi; Marco Bertini; Dimosthenis Karatzas (2024). Comics Datasets Framework: Mix of Comics datasets for detection benchmarking. In: International Conference on Document Analysis and Recognition, Atene, 2024, Springer Nature Switzerland, pp. 154-167. Accesso ONLINE all'editore

Emanuele Vivoli; Niccolò Biondi; Marco Bertini; Dimosthenis Karatzas (2024). ComiCap: A VLMs pipeline for dense captioning of Comic Panels. In: European Conference on Computer Vision (ECCV), Milano, 2024, Springer Science+Business Media, pp. 1-12. Accesso ONLINE all'editore

Furferi, Rocco; Di Angelo, Luca; Bertini, Marco; Mazzanti, Paolo; De Vecchis, Kevin; Biffi, Marco (2024). Enhancing traditional museum fruition: current state and emerging tendencies. HERITAGE SCIENCE, vol. 12, pp. 0-0, ISSN:2050-7445 DOI Accesso ONLINE all'editore

Vivoli, Emanuele; Bertini, Marco; Capineri, Lorenzo (2024). Deep Learning-Based Real-Time Detection of Surface Landmines Using Optical Imaging. REMOTE SENSING, vol. 16, pp. 0-0, ISSN:2072-4292 DOI

Marco Mistretta; Alberto Baldrati; Marco Bertini; Andrew D. Bagdanov (2024). Improving Zero-shot Generalization of Learned Prompts via Unsupervised Knowledge Distillation. In: ECCV 2024, springernature, pp. 0-0.

Lorenzo Berlincioni, Stefano Berretti, Marco Bertini, Alberto Del Bimbo (2023). Upsampling 4D Point Clouds of Human Body via Adversarial Generation. In: Image Analysis and Processing, Udine, Italy, September 11-15, 2023, Springer Nature Switzerland, pp. 457-469, ISBN:978-3-031-51022-9 DOI Accesso ONLINE all'editore

Baldrati, Alberto; Bertini, Marco; Uricchio, Tiberio; Del Bimbo, Alberto (2023). Composed Image Retrieval using Contrastive Learning and Task-oriented CLIP-based Features. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS, vol. 20, pp. 1-24, ISSN:1551-6857 DOI

Agnolucci, Lorenzo; Galteri, Leonardo; Bertini, Marco; Bimbo, Alberto Del (2023). Perceptual Quality Improvement in Videoconferencing using Keyframes-based GAN. IEEE TRANSACTIONS ON MULTIMEDIA, pp. 1-14, ISSN:1520-9210 DOI Accesso ONLINE all'editore

Emanuele Vivoli; Luca Bossi; Marco Bertini; Pierluigi Falorni; Lorenzo Capineri (2023). Error assessment of microwave holography inversion for shallow buried objects. In: IWA GPR 2023, Lisbon, IEEE, pp. 1-4. DOI

Lorenzo Berlincioni, Stefano Berretti, Marco Bertini, Alberto Del Bimbo (2023). 4DSR-GCN: 4D Video Point Cloud Upsampling using Graph Convolutional Networks. In: MM '23: The 31st ACM International Conference on Multimedia, Association for Computing Machinery New York, NY, United States, pp. 57-65, ISBN:9798400702785 Accesso ONLINE all'editore

Galteri, Leonardo; Seidenari, Lorenzo; Bongini, Pietro; Bertini, Marco; Bimbo, Alberto Del (2022). LANBIQUE: LANguage-based Blind Image QUality Evaluation. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS, pp. 1-19, ISSN:1551-6857 DOI

Federico Vaccaro, Marco Bertini, Tiberio Uricchio, Alberto Del Bimbo (2022). Effective Triplet Mining Improves Training of Multi-scale Pooled CNN for Image Retrieval. MACHINE VISION AND APPLICATIONS, vol. 33, pp. 0-0, ISSN:0932-8092 DOI

Agnolucci, Lorenzo; Galteri, Leonardo; Bertini, Marco; Del Bimbo, Alberto (2022). Restoration of Analog Videos Using Swin-UNet. In: ACM Multimedia, ACM, pp. 6985-6987, ISBN:9781450392037 DOI

Kieu, My; Bagdanov, Andrew D.; Bertini, Marco (2021). Bottom-up and Layerwise Domain Adaptation for Pedestrian Detection in Thermal Images. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS, vol. 17, pp. 1-19, ISSN:1551-6857 DOI

Bongini F.; Berlincioni L.; Bertini M.; Del Bimbo A. (2021). Partially Fake it Till you Make It: Mixing Real and Fake Thermal Images for Improved Object Detection. In: ACM International Conference on Multimedia , ACMMM 21, Virtual Event China, October 20 - 24, 2021, Association for Computing Machinery,New York,NY,United States, pp. 5482-5490, ISBN:9781450386517 DOI Accesso ONLINE all'editore

Lorenzo Seidenari; Leonardo Galteri; Pietro Bongini; Marco Bertini; Alberto Del Bimbo (2021). Language Based Image Quality Assessment. In: Multimedia Asia, ACM, pp. 1-7, ISBN:9781450386074 DOI

Baldrati A.; Bertini M.; Uricchio T.; Del Bimbo A. (2021). Conditioned Image Retrieval for Fashion using Contrastive Learning and CLIP-based Features. In: 3rd ACM International Conference on Multimedia in Asia, MMAsia 2021, aus, 2021, Association for Computing Machinery, pp. 1-5, ISBN:9781450386074 DOI

Galteri L.; Bertini M.; Seidenari L.; Uricchio T.; Del Bimbo A. (2020). Increasing Video Perceptual Quality with GANs and Semantic Coding. In: 28th ACM International Conference on Multimedia, MM 2020, usa, 2020, Association for Computing Machinery, Inc, pp. 862-870, ISBN:9781450379885 DOI

Ferrari C.; Berlincioni L.; Bertini M.; Del Bimbo A. (2020). Inner eye Canthus localization for human body temperature screening. In: 25th International Conference on Pattern Recognition, ICPR 2020, ita, 2021, Institute of Electrical and Electronics Engineers Inc., pp. 8833-8840, ISBN:978-1-7281-8808-9 DOI

Kieu, My; Bagdanov, Andrew D.; Bertini, Marco; del Bimbo, Alberto (2020). Task-Conditioned Domain Adaptation for Pedestrian Detection in Thermal Imagery. In: European Conference on Computer Vision, Andrea Vedaldi, Horst Bischof, Prof. Dr. Thomas Brox, Jan-Michael Frahm, vol. 12367, pp. 546-562, ISBN:978-3-030-58541-9 DOI

Vaccaro F.; Bertini M.; Uricchio T.; Del Bimbo A. (2020). Image retrieval using multi-scale CNN features pooling. In: 10th ACM International Conference on Multimedia Retrieval, ICMR 2020, irl, 2020, Association for Computing Machinery, Inc, pp. 311-315, ISBN:9781450370875 DOI

Kieu M.; Berlincioni L.; Galteri L.; Bertini M.; Bagdanov A.D.; Bimbo A.D. (2020). Robust pedestrian detection in thermal imagery using synthesized images. In: 25th International Conference on Pattern Recognition, ICPR 2020, ita, 2021, Institute of Electrical and Electronics Engineers Inc., pp. 8804-8811, ISBN:978-1-7281-8808-9 DOI

Galteri L.; Seidenari L.; Uricchio T.; Bertini M.; Bimbo A.D. (2020). Preserving low-quality video through deep learning. In: 2nd International Conference Florence Heri-Tech: The Future of Heritage Science and Technologies, HERITECH 2020, 2020, IOP Publishing Ltd, vol. 949, pp. 0-0. DOI

Galteri L.; Seidenari L.; Bertini M.; Del Bimbo A. (2019). Towards Real-Time Image Enhancement GANs. In: 18th International Conference on Computer Analysis of Images and Patterns, CAIP 2019, ita, 2019, Springer Verlag, vol. 11678, pp. 183-195, ISBN:978-3-030-29887-6 DOI Accesso ONLINE all'editore

Galteri, Leonardo; Seidenari, Lorenzo; Bertini, Marco; Uricchio, Tiberio; Del Bimbo, Alberto (2019). Fast Video Quality Enhancement using GANs. In: ACM Multimedia, ACM, pp. 1065-1067, ISBN:9781450368896 DOI

Bertini, Marco (2019). Programmazione object-oriented in C++. Design pattern e introduzione alle buone pratiche di programmazione. Soc. Editrice Esculapio srl, ISBN:9788893851091

Leonardo Galteri , Lorenzo Seidenari , Marco Bertini , Alberto Del Bimbo (2019). Deep Universal Generative Adversarial Compression Artifact Removal. IEEE TRANSACTIONS ON MULTIMEDIA, pp. 1-15, ISSN:1520-9210 DOI

Sanesi, Gianmarco; Bagdanov, Andrew D.; Bertini, Marco; Del Bimbo, Alberto (2019). DeepPhysio: Monitored Physiotherapeutic Exercise in the Comfort of your Own Home. In: ACM International Conference on Multimedia, ACM, pp. 2219-2220, ISBN:9781450368896 DOI

Kieu, My; Bagdanov, Andrew D.; Bertini, Marco; Del Bimbo, Alberto (2019). Domain Adaptation for Privacy-Preserving Pedestrian Detection in Thermal Imagery. In: Image Analysis and Processing – ICIAP 2019, Springer, vol. 11752, pp. 203-213, ISBN:978-3-030-30644-1 DOI

Nizzi F., Pecorella T., Bertini M., Fantacci R., Bastianini M., Cerboni C., Buzzigoli A., Gattoni M., Fratini A. (2018). Evaluation of IoT and videosurveillance applications in a 5G Smart City: the Italian 5G experimentation in Prato. In: 2018 AEIT International Annual Conference, AEIT, pp. 1-5.

Seidenari, Lorenzo; Baecchi, Claudio; Uricchio, Tiberio; Ferracani, Andrea; Bertini, Marco; Del Bimbo, Alberto; (2018). Object Recognition and Tracking for Smart Audio Guides. In: Italian Research Conference on Digital Libraries (IRCDL 2018), Springer, pp. 1-6. DOI

Lorenzo Seidenari, Claudio Baecchi, Tiberio Uricchio, Andrea Ferracani, Marco Bertini, Alberto Del Bimbo (2018). Wearable Systems for Improving Museum Experience. In: Xavier Alameda-Pineda, Elisa Ricci, Nicu Sebe. Multi-Modal Behavioral Analysis in the Wild: Advances and Challenges, pp. 3-28 Elsevier, ISBN:9780128146019.

Leonardo Galteri, Marco Bertini, Lorenzo Seidenari, Alberto Del Bimbo (2018). Video Compression for Object Detection Algorithms. In: International Conference on Pattern Recognition 2018, Beijing, China, 20-24 August 2018, IEEE, pp. 0-0. DOI

Ercoli, Simone; Bertini, Marco; Del Bimbo, Alberto (2017). Compact Hash Codes for Efficient Visual Descriptors Retrieval in Large Scale Databases. IEEE TRANSACTIONS ON MULTIMEDIA, vol. 19, pp. 2521-2532, ISSN:1520-9210 DOI

Baecchi, Claudio; Uricchio, Tiberio; Bertini, Marco; DEL BIMBO, Alberto (2017). Deep Sentiment Features of Context and Faces for Affective Video Analysis. In: International Conference on Multimedia Retrieval, Bucharest, 6-9 June, ACM, pp. 72-77, ISBN:978-1-4503-4701-3 DOI Accesso ONLINE all'editore

Salvi, Andrea; Ercoli, Simone; Bertini, Marco; DEL BIMBO, Alberto (2017). Bloom filters and compact hash codes for efficient and distributed image retrieval. In: IEEE International Symposium on Multimedia, San Jose, 11-13 December, ACM, pp. 515-520, ISBN:978-150904570-9 DOI Accesso ONLINE all'editore

Del Bimbo, Alberto; Bertini, Marco; Seidenari, Lorenzo; Uricchio, Tiberio; Baecchi, Claudio; Ferracani, Andrea (2017). Portable computer vision for new "intelligent" audio guides. In: EVA 2017 Florence - Electroning Imaging \& the Visual Arts, Aracne Editrice, pp. 0-0.

Galteri, Leonardo; Bazazian, Dena; Seidenari, Lorenzo; Bertini, Marco; Andrew D Bagdanov, ; Nicolau, Anguelos; Karatzas, Dimosthenis; Del Bimbo, Alberto (2017). Reading Text in the Wild from Compressed Images. In: International Conference on Computer Vision Workshops, Venezia, IEEE, pp. 0-0, ISBN:978-1-5386-1034-3 DOI

Galteri, Leonardo; Seidenari, Lorenzo; Bertini, Marco; Del Bimbo, Alberto (2017). Spatio-Temporal Closed-Loop Object Detection. IEEE TRANSACTIONS ON IMAGE PROCESSING, pp. 0-0, ISSN:1057-7149 DOI

Lorenzo, Seidenari; Claudio, Baecchi; Tiberio, Uricchio; Andrea, Ferracani; Marco, Bertini; Alberto Del, Bimbo (2017). Deep artwork detection and retrieval for context aware smart audio guides. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS, pp. 0-21, ISSN:1551-6857 DOI

Ercoli S.; Bertini M.; Del Bimbo A. (2017). Efficient and compact visual feature descriptors hashing using hierarchical multiple assignment k-means. In: 2017 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2017, hkg, 2017, Institute of Electrical and Electronics Engineers Inc., pp. 327-332, ISBN:978-1-5386-0560-8 DOI

Leonardo, Galteri; Lorenzo, Seidenari; Marco, Bertini; Alberto Del, Bimbo (2017). Deep Generative Adversarial Compression Artifact Removal. In: International Conference on Computer Vision, Venezia, 22-29 October, IEEE, pp. 4826-4835, ISBN:978-1-5386-1032-9 DOI Accesso ONLINE all'editore

Maristella, Agosti; Marco, Bertini; Stefano, Ferilli; Simone, Marinai; Nicola, Orio (2017). Italian Research Conference on Digital Libraries, IRCDL 2016. di Maristella Agosti, Marco Bertini, Stefano Ferilli, Simone Marinai, Nicola Orio, Springer Nature, 978-3-319-56299-5. Accesso ONLINE all'editore

Ferracani, Andrea; Pezzatini, Daniele; Bertini, Marco; Del Bimbo, Alberto (2016). Item-Based video recommendation: An hybrid approach considering human factors. In: 6th ACM International Conference on Multimedia Retrieval, ICMR 2016, usa, 2016, Association for Computing Machinery, Inc, pp. 351-354, ISBN:9781450343596 DOI

Baecchi, Claudio; Uricchio, Tiberio; Bertini, Marco; Del Bimbo, Alberto (2016). A multimodal feature learning approach for sentiment analysis of social network multimedia. MULTIMEDIA TOOLS AND APPLICATIONS, vol. 75, pp. 2507-2525, ISSN:1573-7721 DOI Accesso ONLINE all'editore

Li, Xirong; Uricchio, Tiberio; Ballan, Lamberto; Bertini, Marco; Snoek, Cees G.M.; Del Bimbo, Alberto (2016). Socializing the semantic gap: A comparative survey on image tag assignment, refinement, and retrieval. ACM COMPUTING SURVEYS, vol. 49, pp. 1-39, ISSN:0360-0300 DOI Accesso ONLINE all'editore

Taverriti, Giovanni; Lombini, Stefano; Seidenari, Lorenzo; Bertini, Marco; Del Bimbo, Alberto (2016). Real-time wearable computer vision system for improved museum experience. In: 24th ACM Multimedia Conference, MM 2016, gbr, 2016, Association for Computing Machinery, Inc, pp. 703-704, ISBN:9781450336031 DOI

Uricchio, Tiberio; Bertini, Marco; Seidenari, Lorenzo; Del Bimbo, Alberto (2015). Fisher Encoded Convolutional Bag-of-Windows for Efficient Image Retrieval and Social Image Tagging. In: International Conference on Computer Vision Workshops 2015, IEEE, pp. 9-15, ISBN:978-1-4673-9711-7 DOI

Dumoulin, Joël; Affi, Diana; Mugellini, Elena; Abou Khaled, Omar; Bertini, Marco; Del Bimbo, Alberto (2015). Movie's affect communication using multisensory modalities. In: ACM multimedia 2015, Brisbane, Australia, October 26-30, 2015, ACM, pp. 739-740. Accesso ONLINE all'editore

Ercoli, Simone; Bertini, Marco; Del Bimbo, Alberto (2015). Compact hash codes and data structures for efficient mobile visual search. In: Multimedia & Expo Workshops (ICMEW), 2015 IEEE International Conference on, Turin, IEEE, pp. 1-6, ISBN:978-1-4799-7079-7 DOI Accesso ONLINE all'editore

Ferracani, Andrea; Pezzatini, Daniele; Bertini, Marco; Meucci, Saverio; Del Bimbo, Alberto (2015). A System for Video Recommendation Using Visual Saliency, Crowdsourced and Automatic Annotations. In: ACM Multimedia International Conference, ACM, pp. 757-758, ISBN:978-1-4503-3459-4 DOI Accesso ONLINE all'editore

Affi, Diana; Dumoulin, Joël; Bertini, Marco; Mugellini, Elena; Abou Khaled, Omar; Del Bimbo, Alberto (2015). SensiTV: smart emotional system for impaired people's TV. In: ACM International Conference on Interactive Experiences for TV and Online Video, ACM, pp. 125-130, ISBN:978-1-4503-3526-3 DOI

Dumoulin, Joël; Affi, Diana; Bertini, Marco; Mugellini, Elena; Abou Khaled, Omar; Del Bimbo, Alberto (2015). Second screen applications for better television advertising. In: ACM TVX 2015, international conference on interactive experiences for TV and online video, Brussels, Belgium, June 3-5, 2015, ACM, pp. 1-4.

Dumoulin, Joël; Affi, Diana; Mugellini, Elena; Abou Khaled, Omar; Bertini, Marco; Del Bimbo, Alberto (2015). Affect recognition in a realistic movie dataset using a hierarchical approach. In: ACM multimedia 2015, Brisbane, Australia, October 26-30, 2015, ACM, pp. 15-20, ISBN:978-1-4503-3750-2 DOI

Ballan, Lamberto; Bertini, Marco; Serra, Giuseppe; Del Bimbo,Alberto (2015). A data-driven approach for tag refinement and localization in web videos. COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 140, pp. 59-67, ISSN:1077-3142 DOI Accesso ONLINE all'editore

Li, Xirong; Uricchio, Tiberio; Ballan, Lamberto; Bertini, Marco; Snoek, Cees G.M.; Del Bimbo, Alberto (2015). Image Tag Assignment, Refinement and Retrieval. In: ACM Multimedia 2015, ACM New York, pp. 1325-1326.

Gelli, Francesco; Uricchio, Tiberio; Bertini, Marco; Del Bimbo, Alberto; Chang, Shih-Fu (2015). Image Popularity Prediction in Social Media Using Sentiment and Context Features. In: ACM Multimedia, ACM Digital Library, pp. 907-910. DOI

Lamberto Ballan; Marco Bertini; Tiberio Uricchio; Alberto Del Bimbo (2015). Data-driven approaches for social image and video tagging. MULTIMEDIA TOOLS AND APPLICATIONS, vol. 74, pp. 1443-1468, ISSN:1380-7501 DOI Accesso ONLINE all'editore

Dumoulin, Joël; Mugellini, Elena; Abou Khaled, Omar; Bertini, Marco; Del Bimbo, Alberto (2014). Towards temporal saliency detection: better video understanding for richer TV experiences. In: ICDS 2014, The Eighth International Conference on Digital Society, IARIA XPS Press, pp. 199-202, ISBN:978-1-61208-324-7

J. Dumoulin;M. Sokhn;E. Mugellini;O. A. Khaled;M. Bertini;A. D. Bimbo (2014). Empathic TV Experiences for Visually and Hearing Impaired People Using Arousal Modeling. In: ACM International Workshop on Empathic Television Experience (ACM TVX), 2014, ACM / Association for Computing Machinery:1515 Broadway, 17th Floor:New York, NY 10036:(212)869-7440, EMAIL: acmhelp@hq.acm.org, INTERNET: http://www.acm.org, Fax: (212)944-1318.

Giuseppe Becchi; Marco Bertini; Alberto Del Bimbo; Andrea Ferracani; Daniele Pezzatini (2014). A Distributed System for Multimedia Monitoring, Publishing and Retrieval. In: IRCDL, 2014, Springer, vol. 38, pp. 100-107. Accesso ONLINE all'editore

G. Becchi;M. Bertini;L. Cioni;A. D. Bimbo;A. Ferracani;D. Pezzatini;M. Lux (2014). Loki+Lire: A Framework to Create Web-based Multimedia Search Engines. In: ACM International Conference on Multimedia (ACM MM), 2014, ACM / Association for Computing Machinery:1515 Broadway, 17th Floor:New York, NY 10036:(212)869-7440, EMAIL: acmhelp@hq.acm.org, INTERNET: http://www.acm.org, Fax: (212)944-1318, pp. 691-694. DOI Accesso ONLINE all'editore

Tiberio Uricchio; Lamberto Ballan; Marco Bertini; Alberto Del Bimbo (2013). An evaluation of nearest-neighbor methods for tag refinement. In: IEEE International Conference on Multimedia & Expo (ICME), San Jose, CA, USA, July 15-19, IEEE, pp. 1-6. DOI

Tiberio Uricchio; Marco Bertini; Lamberto Ballan; Alberto Del Bimbo (2013). MICC-UNIFI at ImageCLEF 2013 Scalable Concept Image Annotation. In: CLEF 2013 Conference and Labs of the Evaluation Forum, ImageCLEF Track, Valencia, Spain, September, -, pp. ---. Accesso ONLINE all'editore

Lamberto Ballan; Marco Bertini; Tiberio Uricchio; Alberto Del Bimbo (2013). Social media annotation. In: IEEE International Workshop on Content-Based Multimedia Indexing (CBMI), Veszprem, Hungary, June 17-19, IEEE, pp. 229-235. DOI

M. Bertini;A. D. Bimbo;A. Ferracani;F. Gelli;D. Maddaluno;D. Pezzatini (2013). Socially-aware Video Recommendation using Users' Profiles and Crowdsourced Annotations. In: International Workshop on Socially-Aware Multimedia, SAM'13 (co-located with ACM MM'13), 2013, ACM / Association for Computing Machinery:1515 Broadway, 17th Floor:New York, NY 10036:(212)869-7440, EMAIL: acmhelp@hq.acm.org, INTERNET: http://www.acm.org, Fax: (212)944-1318, pp. 13-18.

L. Ballan; L. Seidenari; G. Serra; M. Bertini; A. Del Bimbo (2013). Recognizing Human Actions by Using Effective Codebooks and Tracking. In: G. M. Farinella, S. Battiato, R. Cipolla. Advanced Topics in Computer Vision, pp. 65-93, London: Springer-Verlag, ISBN:9781447155195. DOI

Giuseppe Serra;Thomas Alisi;Marco Bertini;Lamberto Ballan;Alberto Del Bimbo;Laurent Walter Goix;Carlo Alberto Licciardi (2013). Demo paper: Stamat: A framework for Social Topics and Media Analysis. In: IEEE International Conference on Multimedia and Expo Workshops (ICMEW), IEEE, pp. 1-2, ISBN:9781479916047 DOI

Marco Bertini;Alberto Del Bimbo;George Ioannidis;Emile Bijk;Isabel Trancoso;Hugo Meinedo (2013). euTV: A System for Media Monitoring and Publishing. In: ACM international conference on Multimedia - MM '13, ACM, pp. 453-454, ISBN:9781450324045 DOI

Tiberio Uricchio; Lamberto Ballan; Marco Bertini; Alberto Del Bimbo (2013). Evaluating temporal information for social image annotation and retrieval. In: International Conference on Image Analysis and Processing (ICIAP), Napoli, Italy, September 9-13, SPRINGER, pp. 722-732.

Marco Bertini; Alberto Del Bimbo; Andrea Ferracani; Nikrooz Hosseini; Daniele Pezzatini (2013). VIVIT: A Semantic Web System for the Promotion of Italian Linguistic and Cultural Heritage. In: EVA Florence, 2013, - Firenze University Press, pp. 0-0.

M. Bertini;A. D. Bimbo;A. Ferracani;F. Gelli;D. Maddaluno;D. Pezzatini (2013). A Novel Framework for Collaborative Video Recommendation, Interest Discovery and Friendship Suggestion Based on Semantic Profiling. In: ACM International Conference on Multimedia (ACM MM), 2013, ACM / Association for Computing Machinery:1515 Broadway, 17th Floor:New York, NY 10036:(212)869-7440, EMAIL: acmhelp@hq.acm.org, INTERNET: http://www.acm.org, Fax: (212)944-1318, pp. 451-453.

Seungmin Rho; Marco Bertini; Gamhewage de Silva; Stephan Kopf (2012). Multimedia and semantic technologies for future computing environments. MULTIMEDIA TOOLS AND APPLICATIONS, vol. 61, pp. 1-6, ISSN:1380-7501

L. Ballan;M. Bertini;A. Del Bimbo;A. M. Serain;G. Serra;B. F. Zaccone (2012). Combining Generative and Discriminative Models for Classifying Social Images from 101 Object Categories. In: International Conference on Pattern Recognition (ICPR), Tsukuba, Japan, 2012, IEEE, pp. 1731-1734.

Joel Dumoulin; Marco Bertini; Alberto Del Bimbo; Elena Mugellini;Omar Khaled Abou;Maria Sokhn (2012). Next Generation TV through Automatic Multimedia Annotation Systems: A Hybrid Approach. In: International Conference on Signal Processing and Multimedia Applications (SIGMAP), Roma, INSTICC, pp. 192-197, ISBN:978-989856525-9

M. Bertini;A. Del Bimbo;L. Seidenari (2012). Scene and crowd behaviour analysis with local space-time descriptors. In: Proc. of 5th International Symposium on Communications, Control, and Signal Processing (ISCCSP), 2012-May, IEEE, pp. 1-6. DOI

M. Bertini;A. Del Bimbo;L. Seidenari (2012). Multi-scale and real-time non-parametric approach for anomaly detection and localization. COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 116, pp. 320-329, ISSN:1077-3142 DOI

M. Bertini;A. Del Bimbo;A. Ferracani;D. Pezzatini (2012). A Social Network for Video Annotation and Discovery Based on Semantic Profiling. In: WWW World Wide Web Conference, 2012-April, ACM, pp. 317-320. DOI

M. Bertini;A. D. Bimbo;A. Ferracani;D. Pezzatini (2012). Social and Automatic Annotation of Videos for Semantic Profiling and Content Discovery. In: ACM International Conference on Multimedia (ACM MM), 2012, ACM / Association for Computing Machinery:1515 Broadway, 17th Floor:New York, NY 10036:(212)869-7440, EMAIL: acmhelp@hq.acm.org, INTERNET: http://www.acm.org, Fax: (212)944-1318, pp. 1349-1350. DOI

Lamberto Ballan; Marco Bertini; Alberto Del Bimbo; Walter Nunziati; Giuseppe Serra (2012). Commercials and Trademarks Recognition. In: Y. Kompatsiaris, B. Merialdo, S. Lian. TV Content Analysis: Techniques and Applications, pp. 121-153, -: CRC Press - Taylor & Francis Group, ISBN:9781439855607.

L. Ballan;M. Bertini;A. Del Bimbo;L. Seidenari;G. Serra (2012). Effective Codebooks for Human Action Representation and Classification in Unconstrained Videos. IEEE TRANSACTIONS ON MULTIMEDIA, vol. 14:4, pp. 1234-1245, ISSN:1520-9210 DOI

Marco Bertini; Alberto Del Bimbo; Andrea Ferracani; Lea Landucci; Daniele Pezzatini (2012). Interactive Multi-user Video Retrieval Systems. MULTIMEDIA TOOLS AND APPLICATIONS, pp. ---, ISSN:1380-7501 DOI Accesso ONLINE all'editore

Marco Bertini;Giuseppe Becchi;Alberto Del Bimbo; Andrea Ferracani; George Ioannidis;Alexandru Stan;Emile Bijk (2011). A flexible system for multimedia management and publishing. In: IEEE International Conference on Multimedia & Expo (ICME), IEEE, pp. 0-0.

Marco Bertini; Alberto Del Bimbo; Andrea Ferracani; Daniele Pezzatini (2011). Interactive video search and browsing systems. In: CBMI, 2011, ACM / Association for Computing Machinery:1515 Broadway, 17th Floor:New York, NY 10036:(212)869-7440, EMAIL: acmhelp@hq.acm.org, INTERNET: http://www.acm.org, Fax: (212)944-1318, pp. 0-0. DOI

Marco Bertini; Giuseppe Becchi; Alberto Del Bimbo; Andrea Ferracani; Daniele Pezzatini (2011). A web system for ontology-based multimedia annotation, browsing and search. In: ICME, 2011-July, IEEE, pp. 1-4. DOI

Lamberto Ballan; Marco Bertini; Alberto Del Bimbo; Lorenzo Seidenari; Giuseppe Serra (2011). Event Detection and Recognition for Semantic Annotation of Video. MULTIMEDIA TOOLS AND APPLICATIONS, vol. 51:1, pp. 279-302, ISSN:1380-7501 DOI

Lamberto Ballan; Marco Bertini; Alberto Del Bimbo; Giuseppe Serra (2011). Enriching and Localizing Semantic Tags in Internet Videos. In: ACM Multimedia, Scottsdale, AZ, USA, November 28-December 1, ACM, pp. 1541-1544. DOI

A. D. Bagdanov;M. Bertini;A. Del Bimbo;L. Seidenari (2011). Adaptive Video Compression for Video Surveillance Applications. In: International Symposium on Multimedia, 2011-December, IEEE, pp. 190-197. DOI Accesso ONLINE all'editore

M. Bertini;V. Devedzic;D. Gasevic;C. Torniai (2011). Editorial. INTERACTIVE LEARNING ENVIRONMENTS, vol. 19, pp. 1-4, ISSN:1049-4820 DOI

M. Bertini;G. D'Amico;A. Ferracani;M. Meoni;G. Serra (2010). Web-based Semantic Browsing of Video Collections using Multimedia Ontologies. In: ACM International Conference on Multimedia (ACM MM), 2010-Oct, pp. 1629-1632.

L. Ballan;M. Bertini;A. Del Bimbo;M. Meoni;G. Serra (2010). Tag Suggestion and Localization in User-Generated Videos Based on Social Knowledge. In: 2nd ACM SIGMM International Workshop on Social Media (WSM), Firenze, Italy, October 25, ACM, pp. 3-7. DOI

Lamberto Ballan;Marco Bertini;Alberto Del Bimbo;Giuseppe Serra (2010). Video Event Classification using String Kernels. MULTIMEDIA TOOLS AND APPLICATIONS, vol. 48:1, pp. 69-87, ISSN:1380-7501 DOI Accesso ONLINE all'editore

Lamberto Ballan;Marco Bertini;Alberto Del Bimbo;Giuseppe Serra (2010). Semantic Annotation of Soccer Videos by Visual Instance Clustering and Spatial/Temporal Reasoning in Ontologies. MULTIMEDIA TOOLS AND APPLICATIONS, vol. 48:2, pp. 313-337, ISSN:1380-7501 DOI Accesso ONLINE all'editore

L. Ballan; M. Bertini; A. Del Bimbo; G. Serra (2010). Video annotation and retrieval using ontologies and rule learning. IEEE MULTIMEDIA, vol. 17, pp. 80-88, ISSN:1070-986X DOI Accesso ONLINE all'editore

M. Bertini;G. D'Amico;A. Ferracani;M. Meoni;G. Serra (2010). Sirio, Orione and Pan: an Integrated Web System for Ontology-based Video Search and Annotation. In: ACM International Conference on Multimedia (ACM MM), 2010-Oct, pp. 1625-1628.

L. Seidenari;M. Bertini (2010). Non-parametric Anomaly Detection Exploiting Space-time Features. In: ACM International Conference on Multimedia (ACM MM), 2010-Oct, ACM, pp. 1139-1142.

Lamberto Ballan; Marco Bertini; Alberto Del Bimbo; Fabrizio Dini; Giuseppe Lisanti; Lorenzo Seidenari; Giuseppe Serra (2010). Recent research activities in videosurveillance at UNIFI:MICC. In: Convegno del Gruppo Italiano Ricercatori in Pattern Recognition (GIRPR), Marina di Ascea (SA), Itally, -, pp. ---.

L. Seidenari;M. Bertini;A. D. Bimbo (2010). Dense Spatio-temporal Features For Non-parametric Anomaly Detection And Localization. In: ACM Workshop on Analysis and Retrieval of Tracked Events and Motion in Imagery Streams (ARTEMIS), 2010-Oct, ACM / Association for Computing Machinery:1515 Broadway, 17th Floor:New York, NY 10036:(212)869-7440, EMAIL: acmhelp@hq.acm.org, INTERNET: http://www.acm.org, Fax: (212)944-1318, pp. 27-32.

Lamberto Ballan;Marco Bertini;Alberto Del Bimbo;Giuseppe Serra (2009). Video Event Classification Using Bag of Words and String Kernels. In: 15th International Conference on Image Analysis and Processing (ICIAP), Vietri sul Mare, Salerno, September 8-11, SPRINGER, vol. 5716, pp. 170-178. DOI

Lamberto Ballan;Alessio Bazzica;Marco Bertini; Alberto Del Bimbo;Giuseppe Serra (2009). Deep Networks for Audio Event Classification in Soccer Videos. In: IEEE International Conference on Multimedia & Expo (ICME), New York, USA, June 28-July 3, IEEE, pp. 474-477. DOI

T. Alisi;M. Bertini;G. D'Amico;A. Del Bimbo;A. Ferracani;F. Pernici;G. Serra (2009). Arneb: a Rich Internet Application for Ground Truth Annotation of Videos. In: ACM Multimedia, 2009-October, Beijing, China:, ACM Press, pp. 965-966. DOI

T. Alisi;M. Bertini;G. D'Amico;A. Del Bimbo;A. Ferracani;F. Pernici;G. Serra (2009). Sirio: an Ontology-based Web Search Engine for Videos. In: ACM Multimedia, 2009-October, Beijing, China:, ACM Press, pp. 967-968. DOI

M. Bertini; A. Del Bimbo; G. Serra; C. Torniai; R. Cucchiara; C. Grana; R. Vezzani (2009). Dynamic Pictorially Enriched Ontologies for Digital Video Libraries. IEEE MULTIMEDIA, vol. 16, pp. 42-51, ISSN:1070-986X DOI Accesso ONLINE all'editore

L. Ballan;M. Bertini;A. Del Bimbo;L. Seidenari;G. Serra (2009). Human Action Recognition and Localization using Spatio-temporal Descriptors and Tracking. In: AI*IA International Workshop on Pattern Recognition and Artificial Intelligence for Human Behaviour Analysis (PRAI*HBA), 2009-Dec, Reggio Emilia, Italy:, AI*IA, pp. 1-8.

Lamberto Ballan;Marco Bertini;Alberto Del Bimbo;Lorenzo Seidenari;Giuseppe Serra (2009). Recognizing Human Actions by Fusing Spatio-temporal Appearance and Motion Descriptors. In: IEEE International Conference on Image Processing (ICIP), Cairo, Egypt, November 7-12, IEEE, pp. 3569-3572. DOI

Lamberto Ballan;Marco Bertini;Alberto Del Bimbo;Lorenzo Seidenari;Giuseppe Serra (2009). Effective Codebooks for Human Action Categorization. In: IEEE International Conference on Computer Vision - VOEC Workshop, Kyoto, Japan, September 27, IEEE, pp. 506-513. DOI

Lamberto Ballan;Marco Bertini;Alberto Del Bimbo;Giuseppe Serra (2009). Action Categorization in Soccer Videos using String Kernels. In: 7th IEEE International Workshop on Content-Based Multimedia Indexing (CBMI), Chania, Greece, June 3-5, IEEE, pp. 13-18. DOI

Marco Bertini; Alberto Del Bimbo; Giuseppe Serra (2008). Learning ontology rules for semantic video annotation. In: ACM Workshop on Multimedia Semantics (MS), 2008, ACM, pp. 1-8.

Marco Bertini; Alberto Del Bimbo; Giuseppe Serra (2008). Video Event Annotation using Ontologies with Temporal Reasoning. In: Italian Research Conference on Digital Library Management Systems (IRCDL), 2008.

Marco Bertini; Alberto Del Bimbo; Giuseppe Serra (2008). Learning Rules for Semantic Video Event Annotation. In: International Conference on Visual Information Systems (VISUAL), 2008-Sep., Springer-Verlag, pp. 192-203.

Lamberto Ballan; Marco Bertini; Arjun Jain (2008). A system for automatic detection and recognition of advertising trademarks in sports videos. In: 16th ACM International Conference on Multimedia, Vancouver, BC, Canada, October 26-31, ACM, pp. 991-992. DOI

Lamberto Ballan; Marco Bertini; Alberto Del Bimbo; Arjun Jain (2008). Automatic trademark detection and recognition in sport videos. In: IEEE ICME, Hannover, Germany, June 23-26, IEEE, pp. 901-904. DOI

L. Ballan; M. Bertini; A. Del Bimbo; A. Jain (2008). Automatic Detection of Advertising Trademarks. In: IRCDL, Padova, DELOS: an Association for Digital Libraries, pp. 83-88.

J. Assfalg; M. Bertini; A. Del Bimbo; P. Pala (2007). Content-based Retrieval of 3D Objects Using Spin Image Signatures. IEEE TRANSACTIONS ON MULTIMEDIA, vol. 9, pp. 589-599, ISSN:1520-9210

Lamberto Ballan; Marco Bertini; Alberto Del Bimbo; Walter Nunziati (2007). Automatic detection and recognition of players in soccer videos. In: International Conference on Visual Information Systems (VISUAL), Shanghai, China, June 28-29, Springer-Verlag Berlin, vol. 4781, pp. 105-116.

Marco Bertini; Alberto Del Bimbo; Carlo Torniai; Costantino Grana; Roberto Vezzani; Rita Cucchiara (2007). Sports Video Annotation Using Enhanced HSV Histograms in Multimedia Ontologies. In: International Workshop on Visual and Multimedia Digital Libraries (VMDL), 2007-#sep#, pp. 160-170.

Lamberto Ballan; Marco Bertini; Alberto Del Bimbo; Walter Nunziati (2007). Soccer players identification based on visual local features. In: 6th ACM International Conference on Image and Video Retrieval (CIVR), Amsterdam, Netherlands, July 9-11, ACM, pp. 258-265. DOI

M. Bertini; A. Del Bimbo; C. Torniai (2007). Multimedia Enriched Ontologies for Video Digital Libraries. INTERNATIONAL JOURNAL OF PARALLEL, EMERGENT AND DISTRIBUTED SYSTEMS, vol. 22, pp. 407-416, ISSN:1744-5760

Marco Bertini; Alberto Del Bimbo; Giuseppe Serra (2007). Semantic annotation of complex video events through temporal rule inference. In: 2nd DELOS Conference, 2007.

Andrew D. Bagdanov; Lamberto Ballan; Marco Bertini; Alberto Del Bimbo (2007). Trademark matching and retrieval in sports video databases. In: 9th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR), Augsburg, Germany, 2007, ACM, pp. 79-86. DOI

Marco Bertini; Alberto Del Bimbo; Carlo Torniai (2007). Soccer Video Annotation Using Ontologies Extended with Visual Prototypes. In: International Workshop on Content-Based Multimedia Indexing (CBMI), 2007-#jun#, pp. 212-218.

Andrew D. Bagdanov; Marco Bertini; Alberto Del Bimbo; Giuseppe Serra; Carlo Torniai (2007). Semantic annotation and retrieval of video events using multimedia ontologies. In: International Conference on Semantic Computing (ICSC), 2007-#sep#, pp. 713-720.

Marco Bertini; Alberto Del Bimbo; Carlo Torniai; Costantino Grana; Rita Cucchiara (2007). Dynamic pictorial ontologies for video digital libraries annotation. In: Workshop on Multimedia Information Retrieval on the Many Faces of Multimedia Semantics (WMS), 2007, ACM, pp. 47-56.

Marco Bertini; Alberto Del Bimbo; Walter Nunziati (2006). Automatic detection of player's identity in soccer videos using faces and text cues. In: ACM International Conference on Multimedia (ACM MM), 2006, ACM, pp. 663-666. DOI

M. Bertini; A. Del Bimbo; A. Prati; R. Cucchiara (2006). Semantic Adaptation of Sport Videos with User-centred Performance Analysis. IEEE TRANSACTIONS ON MULTIMEDIA, vol. 8, pp. 433-443, ISSN:1520-9210

Marco Bertini; Alberto Del Bimbo; Carlo Torniai (2006). Video Annotation and Retrieval with Pictorially Enriched Ontologies. In: Italian Research Conference on Digital Library Management Systems (IRCDL), 2006-Jan..

Marco Bertini; Alberto Del Bimbo; Walter Nunziati (2006). Video Clip Matching Using MPEG-7 Descriptors and Edit Distance. In: International Conference on Image and Video Retrieval (CIVR), 2006-Jul..

Costantino Grana; Roberto Vezzani; D. Bulgarelli; G. Gualdi; Rita Cucchiara; Marco Bertini; Carlo Torniai; Alberto Del Bimbo (2006). PEANO: pictorial enriched annotation of video. In: ACM International Conference on Multimedia (ACM MM), 2006, ACM, pp. 793-794.

Marco Bertini; Alberto Del Bimbo; Carlo Torniai (2006). Automatic annotation and semantic retrieval of video sequences using multimedia ontologies. In: ACM International Conference on Multimedia (ACM MM), 2006, ACM, pp. 679-682.

Marco Bertini; Alberto Del Bimbo; Carlo Torniai (2006). Ontologies for Video Digital Libraries. In: Workshop on Multimedia Data Mining (MDM), in conjunction with ACM SIGKDD Int'l Conference, 2006-Aug..

Marco Bertini; Gianpaolo D'Amico; Alberto Del Bimbo; Carlo Torniai (2006). Using Knowledge Representation Languages for Video Annotation and Retrieval. In: Flexible Query Answering Systems (FQAS), 2006-Jun..

M. Bertini; A. Del Bimbo (2006). Video Automatic Annotation. In: B. Furht. Encyclopedia of Multimedia, pp. 861-870, New York: Springer.

Marco Bertini; Alberto Del Bimbo; Walter Nunziati (2006). Matching Faces with Textual Cues in Soccer Videos. In: IEEE ICME, 2006-#jul#, pp. 537-540.

Marco Bertini; Alberto Del Bimbo; Rita Cucchiara; Andrea Prati (2006). Semantic Annotation and Adaptation of Live Sports Videos. In: Italian Research Conference on Digital Library Management Systems (IRCDL), 2006-Jan..

Marco Bertini; Alberto Del Bimbo; Carlo Torniai; Rita Cucchiara; Costantino Grana (2006). MOM: multimedia ontology manager. A framework for automatic annotation and semantic retrieval of video sequences. In: ACM International Conference on Multimedia (ACM MM), 2006, ACM, pp. 787-788.

M. Bertini; A. Del Bimbo; W. Nunziati (2005). Common Visual Cues for Sports Highlights Modeling. MULTIMEDIA TOOLS AND APPLICATIONS, vol. 27, pp. 215-218, ISSN:1380-7501

Marco Bertini; Rita Cucchiara; Alberto Del Bimbo; Carlo Torniai (2005). Video Annotation with Pictorially Enriched Ontologies. In: IEEE International Conference on Multimedia & Expo (ICME), 2005-#jul#, pp. 1428-1431.

Marco Bertini; Alberto Del Bimbo; Walter Nunziati (2005). Player identification in soccer videos. In: ACM Workshop on Multimedia on Information Retrieval (MIR), 2005-Nov., ACM, pp. 25-32.

Marco Bertini; Rita Cucchiara; Alberto Del Bimbo; Andrea Prati (2005). Real Time Semantic Adaptation of Sports Video with User-Centred Performance Analysis. In: International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), 2005-Apr..

Marco Bertini; Alberto Del Bimbo; Rita Cucchiara; Carlo Torniai (2005). Ontologies enriched with visual information for video annotation. In: Multimedia and the Semantic Web Workshop (ESWC), 2005-May.

Marco Bertini; Alberto Del Bimbo; Carlo Torniai (2005). Enhanced ontologies for video annotation and retrieval. In: ACM Workshop on Multimedia on Information Retrieval (MIR), 2005-Nov., ACM, pp. 89-96.

Marco Bertini; Alberto Del Bimbo; Walter Nunziati (2005). Players Identification in Sports Videos. In: Inter- national Workshop of the EU Network of Excellence DELOS on Audio-Visual Content and Information Visualization in Digital Libraries (AVIVDiLib), 2005-May.

Marco Bertini; Alberto Del Bimbo; Walter Nunziati (2005). Soccer Videos Highlight Prediction and Annotation in Real Time. In: International Conference on Image Analysis and Processing (ICIAP), 2005-Sep., pp. 637-644.

M. Bertini; A. Del Bimbo; A. Prati; R. Cucchiara (2005). An Integrated Framework for Semantic Annotation and Transcoding. MULTIMEDIA TOOLS AND APPLICATIONS, vol. 26, pp. 345-363, ISSN:1380-7501

Marco Bertini; Rita Cucchiara; Alberto Del Bimbo; Carlo Torniai (2005). Domain Knowledge Extension with Pictorially Enriched Ontologies. In: International Conference on Computer Analysis of Images and Patterns (CAIP), 2005-Sep., pp. 652-660.

Marco Bertini; Alberto Del Bimbo; Walter Nunziati (2005). Rich automatic annotation of sport video content. In: Iberoamerican Congress on Pattern Recognition (CIARP), 2005-Nov., vol. 3773.

Marco Bertini; Alberto Del Bimbo; Carlo Torniai (2005). Automatic video annotation using ontologies extended with visual information. In: ACM International Conference on Multimedia (ACM MM), 2005-Nov., ACM, pp. 395-398.

Marco Bertini; Rita Cucchiara; Alberto Del Bimbo; Andrea Prati (2004). Content-based video adaptation with user's preferences. In: IEEE International Conference on Multimedia & Expo (ICME), 2004-#jun#, IEEE, vol. 3, pp. 1695-1698. DOI

Marco Bertini; Alberto Del Bimbo; Rita Cucchiara; Andrea Prati (2004). Object-based and event-based semantic video adaptation. In: International Conference on Pattern Recognition (ICPR), 2004-#aug#, vol. 4, pp. 987-990.

Marco Bertini; Alberto Del Bimbo; Walter Nunziati (2004). Common visual cues for sports highlights detection. In: IEEE International Conference on Multimedia & Expo (ICME), 2004-#jun#, vol. 2, pp. 1399-1402.

Marco Bertini; Rita Cucchiara; Alberto Del Bimbo; Andrea Prati (2004). Semantic Annotation and Transcoding for Sport Videos. In: International Workshop on Image Analysis for Multimedia Interactive Ser- vices (WIAMIS), 2004-Apr..

Marco Bertini; Rita Cucchiara; Alberto Del Bimbo; Andrea Prati (2004). Semantic Adaptation of Sports Video with User-centred Performance Analysis. In: Convegno del Gruppo Italiano Ricercatori in Pattern Recognition (GIRPR), 2004-Sep..

Marco Bertini; Alberto Del Bimbo; Walter Nunziati (2004). Face Detection and Players Identification in Sports Videos. In: Convegno del Gruppo Italiano Ricercatori in Pattern Recognition (GIRPR), 2004-Sep..

M. Bertini; A. Del Bimbo; W. Nunziati (2004). Highlights modeling and detection in sports videos. PATTERN ANALYSIS AND APPLICATIONS, vol. 7, pp. 411-421, ISSN:1433-7541

Marco Bertini; Alberto Del Bimbo; Walter Nunziati (2004). Automatic annotation of video streams. In: IEEE Workshop on Multimedia Signal Processing (MMSP), 2004-#sep#/#oct#, pp. 1-4.

Marco Bertini; Alberto Del Bimbo; Rita Cucchiara; Andrea Prati (2004). Semantic video adaptation based on automatic annotation of sport videos. In: ACM Workshop on Multimedia on Information Retrieval (MIR), 2004, ACM, pp. 291-298.

Marco Bertini; Rita Cucchiara; Alberto Del Bimbo; Andrea Prati (2004). Objects and Events Recognition for Sport Videos Transcoding. In: International Symposium on Image/Video Communications (ISIVC), 2004-Jul..

Marco Bertini; Alberto Del Bimbo; Walter Nunziati (2003). Semantic annotation for live and posterity logging of video documents. In: Visual Communications and Image Processing (VCIP), 2003-Jun, pp. 1307-1316.

Marco Bertini; Alberto Del Bimbo; Walter Nunziati (2003). Model checking for detection of sport highlights. In: ACM Workshop on Multimedia on Information Retrieval (MIR), 2003, ACM, pp. 215-222.

Jurgen Assfalg; Marco Bertini; Carlo Colombo; Alberto Del Bimbo; Walter Nunziati (2003). Highlight extraction in soccer videos. In: International Conference on Image Analysis and Processing (ICIAP), Mantova, Italy, 17-19 Sept. 2003, IEEE Computer Society, pp. 498-503. DOI

J. Assfalg; M. Bertini; C. Colombo; A. Del Bimbo (2003). Integrating Domain Knowledge and Visual Evidence to Support Highlight Detection in Sports Videos. In: B. Furht, O. Marques. Handbook of Video Databases: Design and Applications, pp. 97-121, Boca Raton: CRC Press, ISBN:978-020348986-4.

Marco Bertini; Rita Cucchiara; Alberto Del Bimbo; Andrea Prati (2003). Object and event detection for semantic annotation and transcoding. In: IEEE ICME, 2003-#jul#, vol. 2, pp. 421-424.

Marco Bertini; Alberto Del Bimbo; Walter Nunziati (2003). Annotation and Retrieval of Structured Video Documents. In: European Colloquium on Information Retrieval Research (ECIR), 2003-Apr., pp. 12-24.

Jurgen Assfalg; Marco Bertini; Carlo Colombo; Alberto Del Bimbo; Walter Nunziati (2003). Automatic extraction and annotation of soccer video highlights. In: International Conference on Image Processing (ICIP), Barcelona, Spain, 14-17 Sept. 2003, IEEE, vol. 2, pp. 527-530. DOI Accesso ONLINE all'editore

Jurgen Assfalg; Marco Bertini; Carlo Colombo; Alberto Del Bimbo; Walter Nunziati (2003). Annotation and retrieval of video documents: sports videos. In: International Symposium on Image and Signal Processing and Analysis (ISPA), 2003-#sep#, IEEE, vol. 1, pp. 295-300.

Jurgen Assfalg; Marco Bertini; Carlo Colombo; Alberto Del Bimbo; Walter Nunziati (2003). Automatic interpretation of soccer video for highlights extraction and annotation. In: ACM Symposium on Applied Computing (SAC), 2003, ACM, pp. 769-773.

ASSFALG J.; BERTINI M.; C. COLOMBO; DEL BIMBO A.; NUNZIATI W. (2003). Semantic annotation of soccer videos: automatic highlights identification. COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 92(2/3), pp. 285-305, ISSN:1077-3142, Academic Press Incorporated:6277 Sea Harbor Drive:Orlando, FL 32887:(800)543-9534, (407)345-4100, EMAIL: ap@acad.com, INTERNET: http://www.idealibrary.com, Fax: (407)352-3445: DOI Accesso ONLINE all'editore

M. BERTINI; A. DEL BIMBO; P. PALA (2002). Indexing for reuse of TV news shots. PATTERN RECOGNITION, vol. 35, pp. 581-591, ISSN:0031-3203, Elsevier Science Limited:Oxford Fulfillment Center, PO Box 800, Kidlington Oxford OX5 1DX United Kingdom:011 44 1865 843000, 011 44 1865 843699, EMAIL: asianfo@elsevier.com, tcb@elsevier.co.UK, INTERNET: http://www.elsevier.com, http://www.elsevier.com/locate/shpsa/, Fax: 011 44 1865 843010:

J\"urgen Assfalg; Marco Bertini; Carlo Colombo; Alberto Del Bimbo; Walter Nunziati (2002). Semantic Annotation and Indexing of News and Sports Videos. In: Conference on Current Trends in Theory and Practice of Informatics (SOFSEM), 2002, Springer-Verlag, pp. 115-131.

J\"urgen Assfalg; Marco Bertini; Carlo Colombo; Alberto Del Bimbo (2002). Video Indexing. In: Imagina, 2002.

Jurgen Assfalg; Marco Bertini; Carlo Colombo; Alberto Del Bimbo; Walter Nunziati (2002). Detection and recognition of soccer highlights in videos using temporal logic. In: Eurofuse, 2002.

Jurgen Assfalg; Marco Bertini; Alberto Del Bimbo; Walter Nunziati; Pietro Pala (2002). Detection and Recognition of Football Highlights using HMM. In: Proc. of International Conference on Electronics, Circuits and Systems (ICECS), 2002-Sep., pp. 1059-1062.

J. ASSFALG; M. BERTINI; C. COLOMBO; A. DEL BIMBO (2002). Semantic annotation of sports videos. IEEE MULTIMEDIA, vol. 9(2), pp. 52-60, ISSN:1070-986X, IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667: DOI Accesso ONLINE all'editore

J\"urgen Assfalg; Marco Bertini; Alberto Del Bimbo; Walter Nunziati; Pietro Pala (2002). Soccer highlights detection and recognition using HMMs. In: IEEE ICME, 2002-#aug#, vol. 1, pp. 825-828.

J\"urgen Assfalg; Marco Bertini; Carlo Colombo; Alberto Del Bimbo (2001). Extracting semantic information from news and sport video. In: International Symposium on Image and Signal Processing and Analysis (ISPA), 2001-#jun#, pp. 4-11.

J\"urgen Assfalg; Marco Bertini; Carlo Colombo; Alberto Del Bimbo (2001). Feature extraction and content analysis for sports videos annotation. In: International Workshop on Content-Based Multimedia Indexing (CBMI), 2001, ACM, pp. 60-65.

J\"urgen Assfalg; Marco Bertini; Carlo Colombo; Alberto Del Bimbo (2001). Semantic Annotation of Sports Videos. In: International Workshop on Content-Based Multimedia Indexing (CBMI), 2001-Sep..

M. BERTINI; A. DEL BIMBO; P. PALA (2001). Content-based indexing and retrieval of TV news. PATTERN RECOGNITION LETTERS, vol. 22, pp. 503-516, ISSN:0167-8655, Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598:

Marco Bertini; Carlo Colombo; Alberto Del Bimbo (2001). Automatic Caption Localization in Videos using Salient Points. In: IEEE ICME, 2001-Aug., pp. 68-71.

J\"urgen Assfalg; Marco Bertini; Alberto Del Bimbo (2001). Information Extraction form Video Streams for Retrieval by Content. In: European Colloquium on Information Retrieval Research (ECIR), 2001, pp. 12-24.

Jurgen Assfalg; Marco Bertini; Carlo Colombo; Alberto Del Bimbo (2001). Semantic Characterization of Visual Content for Sports Videos Annotation. In: International Workshop on Multimedia Databases and Image Communication (MDIC), 2001, Springer-Verlag, pp. 179-191.

Marco Bertini; Alberto Del Bimbo; Pietro Pala (2000). Content-Based Indexing and Retrieval of News Video. In: International Symposium on Image/Video Communications (ISIVC), 2000-Apr..

Marco Bertini; Alberto Del Bimbo; Pietro Pala (2000). Content based annotation and retrieval of news videos. In: IEEE ICME, 2000-#jul#/#aug#, vol. 1, pp. 483-486.

Marco BERTINI

Biography

Marco Bertini – short bio

www.micc.unifi.it/bertini - https://scholar.google.it/citations?user=SBm9ZpYAAAAJ&hl

Marco Bertini is Associate Professor in Computer Science at the University of Florence, Italy.

He is working at the Media Integration and Communication Center (MICC – https://www.micc.unifi.it)) at the Univ. of Florence, where he serves as Director of the center since 2020. The MICC is a research and transfer center where innovative solutions for the application of multimedia and information technologies are studied, including computer vision, 3D acquisition and modeling, automatic recognition techniques, solutions for natural human-machine interaction, multimedia installations.

He has been involved in 10 EU research projects as WP coordinator and researcher, among which IM3I, euTV, ORUSSI, UMETECH, and more recently AI4Media and ReInHerit. He is currently P .I. of 4 national and regional technology transfer projects. He is a co-founder of Small Pixels, an academic spin-oa that has developed innovative GenAI solutions for video quality improvement and enhanced video compression.

Marco Bertini is author of 33 journal papers and 155 conference papers with an H-Index (according to Google Scholar) of 41, with more than 5600 citations. He received 7 diaerent paper awards at ACM MM, ACM MM Asia, CVPR, ICMR.

He has been general co-chair, program co-chair and area chair of several international conferences and workshops, among which:

- ACM Multimedia 2023 (Program co-chair)

- ICMR 2019 (Program co-chair)

- CBMI 2018 (General co-chair), CBMI 2017 (General chair)

He served in other roles in many other conferences, among which ACM MM, ICMR, ICPR, CBMI, ISM. Full list is available in the extended CV.

Since 2023 he is NVIDIA AI Technology Center (NVAITC) Scientific Advisory Board member.

Marco Bertini has been associate editor of IEEE Transactions on Multimedia (2015-2019) and is associate editor of Multimedia Tools and Applications (since 2020). He has been guest editor of special issues

Marco BERTINI

Curriculum

Google Scholar page

- https://scholar.google.it/citations?user=SBm9ZpYAAAAJ

Academic professional experience

- From 22/9/2020: co-founder of “Small Pixels” academic spin-off

- From 1/10/2015: Associate Professor

- From 1/12/2007 to 30/9/2015: Assistant Professor

Acknowldegments

- 2022 –Best Demo Honorable Mention for “Engaging museum visitors with gamification of body and facial expressions”, Proc. of ACM Multimedia (MM), Lisbon, Portugal

- 2022 – Best Demo Honorable Mention for “Effective conditioned and composed image retrieval combining CLIP-based features”, Proc. of IEEE/CVF Computer Vision and Pattern Recognition (CVPR), New Orleans, USA

- 2021 – Best paper award for “Language Based Image Quality Assessment”, Proc. of ACM Multimedia Asia (ACM MM Asia), Gold Coast, Australia

- 2021 – Conseguimento dell’Abilitazione Scientifica nazionale (ASN) 2018-6° sessione per la I^a fascia nel settore 01/B1 Informatica (Indic. 1: 17; Indic. 2: 1528; indic. 3: 22 – soglie rispettive: 9, 304 e 10) – national scientific habilitation for full professorship role.

- 2020 – Best poster paper award for “Image Retrieval Using Multi-Scale CNN Feature Pooling”, Proc. of ACM International Conference on Multimedia Retrieval (ICMR) 2020, Dublin, Ireland

- 2019 – Best demo award for "Fast Video Quality Enhancement using GANs," Proc. of ACM Multimedia (ACM MM) 2019, Nizza, Francia

- 2019 - Best Student Paper Honorable Mention for "Domain Adaptation for Privacy-Preserving Pedestrian Detection in Thermal Imagery," Proc. of International Conference on Image Analysis and Processing (ICIAP) 2019, Trento, Italy

- 2017 – “Abilitazione Scientifica Nazionale – prima fascia nel settore 09/H1 Sistemi di elaborazione delle informazioni” – national scientific habilitation for full professorship role.

- 2013 – Conseguimento dell’Abilitazione Scientifica nazionale (ASN) 2012 per la II^a fascia nel settore 09/H1 Sistemi di elaborazione delle informazioni - national scientific habilitation for professorship role.

- 2012 – “Certificate of Appreciation for Supporting the Organization of the 12th European Conference on Computer Vision – ECCV 2012”

- 2010 – Best paper award for “Tag suggestion and localization in user-generated videos based on social knowledge,” Proc. of ACM-MM Int’l Workshop on Social Media (WSM), Firenze, Italy, 2010

- 2010 – ACM “Certificate of Appreciation for the outstanding technical support for the paper submission and reviewing process” for the work done during the 18° International Conference ACM Multimedia 2010 (ACM MM’10)

- 1999 – IEEE Computer Society “Certificate of Appreciation for excellent equipment and technical support” for the work done during the IEEE International Conference on Multimedia Computing and Systems (ICMCS’99).

Affiliations

- IAPR (International Association for Pattern Recognition member.

- ACM (Association for Computing Machinery) member

- IEEE member

Teaching activity

- “Parallel Programming for Machine Learning”, Master Degree in Artificial Intelligence, Università di Firenze, 2024-2025, 2023-2024, 2022-2023

- “Parallel Computing”, Master Degree in Computer Engineering, Università di Firenze, 2021-2022, 2020-2021, 2019-2020, 2018-2019, 2017-2018, 2016-2017, 2015-2016

- “Programming”, Bachelor Degree in Computer Engineering, Università di Firenze, 2024-2025, 2023-2024, 2022-2023, 2021-2022, 2020-2021, 2019-2020, 2018-2019, 2017-2018, 2016-2017, 2015-2016

- “Programming Lab”, Bachelor Degree in Computer Engineering, Università di Firenze, 2023-2024, 2022-2023, 2021-2022, 2020-2021, 2019-2020, 2018-2019, 2017-2018, 2016-2017, 2015-2016

- “Laboratory of Information Technology” (programming), Bachelor Degree in Computer Engineering, Università di Firenze, 2014-2015, 2013-2014, 2012-2013, 2011-2012, 2010-2011, 2009-2010, 2008-2009

- “Introduction to Generative Adversarial Networks”, PhD Degrees in Computer Engineering and Smart Computing, Università di Firenze, Siena e Pisa, a.a. 2019-2020

- “Introduction to Deep Learning with Keras”, PhD Degrees in Computer Engineering and Smart Computing, Università di Firenze, Siena e Pisa, 2019-2020, 2017-2018

- “GPU programming basics”, PhD Degrees in Computer Engineering and Smart Computing, Università di Firenze, Siena e Pisa, 2017-2018, 2016-2017

- “Video editing”, Master Degree at the Master in Multimedia, Università di Firenze 2013-2014, 2012-2013, 2011-2012, 2010-2011, 2009-2010, 2008-2009, 2007-2008, 2006-2007, 2005-2006, 2004-2005, 2003-2004, 2002-2003, 2001-2002, 2000-2001, 1999-2000.

- “Basics of Computer Science”, Bachelor Degree in Computer Engineering, Università di Firenze (Prato campus), 2007-2008

- “Computer Science Basics”, Bachelor Degree in Architecture and Industrial Design, Università di Firenze, 2002–2003.

- “Information Processing Systems”, Bachelor Degree in Physiotherapy, School of Medicine, Università di Firenze, 2009-2010, 2008-2009, 2007-2008, 2006-2007.

- “Preparation to Cisco CCNA certification”, Master Degree at the Master in Multimedia, Università di Firenze, 2003-2004, 2002-2003.

- “Markup Languages”, Master Degree at the Master in Multimedia, Università di Firenze, 2003-2004, 2002-2003, 2001-2002.

- “Handheld devices programming” Master Degree at the Master in Multimedia, Università di Firenze, 2004-2005, 2003-2004, 2002-2003, 2001-2002.

- “Unix basics”, Master Degree at the Master in Multimedia, Università di Firenze, 1999-2000.

Work with International Scientific Journals and Conferences

2024

- Director of the Media Integration and Communication Center (MICC) of the University of Florence

- NVIDIA AI Technology Center (NVAITC) Scientific Advisory Board member

- Technical Program Committee member " ACM International Conference on Multimedia (ACM MM), 28 Oct- 1 Nov., Melbourne, Australia

2023

- NVIDIA AI Technology Center (NVAITC) Scientific Advisory Board member

- Program Co-Chair, “ACM International Conference on Multimedia (ACM MM)”, 30 Oct- 2 Nov., Ottawa, Canada.

- Technical Program Committee member "27th International Conference on Pattern Recognition (ICPR)", June 12-15, Thessaloniki, Greece

2022

- Competitions Chair, “26th International Conference on Pattern Recognition (ICPR)”, 21-25 August, Montreal, Canada

- Publicity and International Relations chair, “International Conference on Content-Based Multimedia Indexing (CBMI)”, 14-16 September, Graz, Austria.

- Guest Editor “Multimedia Tools and Applications (MTAP)”, special issue on Content-based Image Retrieval

- Area Chair of “ACM Multimedia (ACM MM)”, 10-14 October, Lisbon, Portugal

- Proceedings Chair of “ACM Multimedia (ACM MM)”, 10-14 October, Lisbon, Portugal

- Technical Program Committee member "26th International Conference on Pattern Recognition (ICPR)", August 21-25, Montreal, Quebec, Canada

- Technical Program Committee member "ACM International Conference on Multimedia Retrieval (ICMR)", June 27-30, Newark, NJ, USA

- Technical Program Committee member “International Conference on Content-based Multimedia Indexing (CBMI)", September 14-16, Graz, Austria

2021

- Competitions Chair, “25th International Conference on Pattern Recognition (ICPR)”, 10-15 Gennaio, Milano, Italia

- Session Chair of “Image/Video processing session” of “25th International Conference on Pattern Recognition (ICPR)”, 10-15 Gennaio, Milano, Italia

- Workshop co-chair, “IEEE International Symposium on Multimedia (ISM)”, 29 November-1 December, Napoli, Italia

- Area Chair of “ACM Multimedia (ACM MM)”, 20-24 October, Chengdu, China

- Technical Program Committee member "IEEE International Conference on Multimedia & Expo (ICME)", July 5-9, Shenzen, China

- Technical Program Committee member " ACM International Conference on Multimedia Retrieval (ICMR)", July 12-15, Taipei, Taiwan

2020

- Associate Editor di Multimedia Tools and Applications (MTAP)

- Director of the Media Integration and Communication Center (MICC) of the University of Florence

- Guest editor “International Journal of Multimedia Information Retrieval”, special issue on “International Conference on Multimedia Retrieval 2019”

- Workshop co-chair, "IEEE International Symposium on Multimedia (ISM)", 2-4 December, Napoli, Italia

- Technical Program Committee member “25th International Conference on Pattern Recognition (ICPR2020)”, 13-18 Settembre, Milano, Italia

- Technical Program Committee member “IEEE International Conference on Multimedia (ICME)”, July 6-10, London, UK

- Technical Program Committee member “ACM International Conference on Multimedia Retrieval (ICMR)”, 8-11 June, Dublin, Ireland.

- Technical Program Committee member “International Conference on Content-Based Multimedia Indexing (CBMI)”, 2-4 September, Lille, France.

2019

- Associate Editor IEEE Transactions on Multimedia

- Program co-chair, “ACM International Conference on Multimedia Retrieval (ICMR)”, June 10-13, Ottawa, Canada

- Best Paper Award Committee Co-Chair “2nd IEEE International Conference on Multimedia Information Processing and Retrieval (IEEE MIPR)”, 20-30 Mar, San Jose, CA, USA

- Special Session Chair, " 20th International Conference on Image Analysis and Processing (ICIAP)", 9-13 September, Trento, 2019

- Publicity Chair, "21st IEEE International Symposium on Multimedia (ISM)", December 9-11, San Diego, California, USA

- Technical Program Committee member “IEEE International Conference on Multimedia (ICME)”, July 8-12, Shangai, Cina

2018

- Associate Editor IEEE Transactions on Multimedia

- General co-chair “International Conference on Content-Based Multimedia Indexing (CBMI)”, Sept. 4-6, La Rochelle, France

- Area Chair (Track 3: Image, Speech, Signal and Video Processing) “24th International Conference on Pattern Recognition (ICPR)”, Aug. 20-24, Beijing, China

- Area Chair of “Multimedia and Vision”, “ACM Multimedia (ACM MM)”, Oct. 22-26, Seoul, Korea

- Video track chair “ACM Multimedia (ACM MM)”, Oct. 22-26, Seoul, Korea

- Publicity co-chair “IEEE International Symposium on Multimedia (ISM)”, Taichung, Taiwan, December 10-12, 2018

-

- Technical Program Committee member “ACM International Conference on Multimedia Retrieval (ICMR)”, June 11-14, Yokohama, Japan

- Technical Program Committee member “International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI)”, May 14-17, Montréal, Canada

- Technical Program Committee member “IEEE International Conference on Multimedia (ICME)”, July 23-27, San Diego, USA

- Technical Program Committee member “IEEE Image, Video, and Multidimensional Signal Processing (IVMSP)”, 10-12 June, Zagori, Greece

2017

- Associate Editor IEEE Transactions on Multimedia

- General chair “International Workshop on Content Based Multimedia Indexing (CBMI)”, Giu 19-21, Firenze, Italia

- Publicity co-chair “IEEE International Symposium on Multimedia (ISM)”, Taichung, Taiwan, December 11-13, 2017

- General co-chair "Workshop on Web-scale Vision and Social Media (VSM)" in congiunzione con ICCV 2017, Oct. 22-29, Venezia, Italy

- Technical Program Committee member “ACM International Conference on Multimedia (MM)”, October 23-27, Mountain View, CA, USA

- Technical Program Committee member “IEEE International Conference on Multimedia (ICME)”, July 10-14, Hong Kong, China

- Technical Program Committee member “ACM International Conference on Multimedia Retrieval (ICMR)”, June 6-9, Bucharest, Romania

- Technical Program Committee member “22nd Iberoamerican Congress on Pattern Recognition (CIARP)”, 7-10 November 2017, Valparaíso, Chile

2016

- Associate Editor IEEE Transactions on Multimedia

- Video track chair “ACM Multimedia (ACM MM)”, Amsterdam, The Netherlands

- Member of the Steering Committee of the Media Integration and Communication Center – Università degli Studi di Firenze

- Guest editor Multimedia Tools and Applications, special issue on CBMI 2015

- Area Chair (Track 3: Image, Speech, Signal and Video Processing) “ 23^rd International Conference on Pattern Recognition (ICPR)”, Dic. 4-8, Cancún, México

- Technical Program Committee member “ACM International Conference on Multimedia Retrieval (ICMR)”, June 6-9, New York, USA

- Technical Program Committee member “14th International Workshop on Content-Based Multimedia Indexing (CBMI)”, June 15-17, Bucharest, Romania

- Technical Program Committee member “IEEE International Conference on Multimedia (ICME)”, July 11-15, Seattle, USA

- Technical Program Committee member “4th International Workshop on Linked Media (LiME)”, Heraklion, Greece, May 29-June 2.

2015

- Associate Editor IEEE Transactions on Multimedia

- Technical Program co-chair “International Workshop on Content Based Multimedia Indexing (CBMI), June, Prague, Czech Republic

- Tutorial Chair “ACM International Conference on Multimedia Retrieval (ICMR)”, Shanghai, China

- Open Source Software Competition Chair “ACM Multimedia (ACM MM)”, Brisbane, Australia

- Technical Program Committee member “7th International Conference on Internet Multimedia Computing and Service (ICIMCS)”, Zhangjiajie, China, Aug.19-21

- Technical Program Committee member “ACM International Conference on Multimedia Retrieval (ICMR)”, June 23-26, Shanghai, China

- Technical Program Committee member “3^rd International Workshop on Linked Media (LiME)”, co-located with WWW 2015, Florence, Italy, May 18

- Technical Program Committee member “IEEE International Conference on Multimedia (ICME)”, June 29 - July 3, Torino, Italy

- Technical Program Committee member “IEEE International Conference on Semantic Computing (ICSC)”, 9-11 Nov., Anaheim, California, USA

- Technical Program Committee member "ACM Multimedia Systems (MMSYS) - Dataset track", March, Portland, USA

2014

- Member of the Steering Committee of the Master in Multimedia at the University of Firenze

- General co-chair “Workshop on Web-scale Vision and Social Media (VSM)” in conjunction with CVPR 2014, 23-28 Jun., Columbus, Ohio, USA

- Technical Program Committee member "ACM Conference on Multimedia (ACM MM)", Nov. 3-7, Orlando, USA

- Technical Program Committee member “IEEE International Conference on Multimedia and Expo (ICME)”, July 14 - 18, 2014, Chengdu, China

- Technical Program Committee member “Pacific-Rim Conference on Multimedia (PCM)”, Dec. 1-4, Malesia

- Technical Program Committee member Cross-media Analysis from Social Multimedia (CASM) Workshop in conjunction with “IEEE International Conference on Multimedia and Expo (ICME)”, July 14 - 18, 2014, Chengdu, China

- Technical Program Committee member “22nd International Conference on Pattern Recognition (ICPR)”, August 24-28, Stockholm, Sweden

- Technical Program Committee member “10th Italian Research Conference on Digital Libraries (IRCDL)”, 30-31 Jan., Padua, Italy

- Technical Program Committee member “12th International Workshop on Content-Based Multimedia Indexing (CBMI)”, June 18-20, Klagenfurt, Austria

- Technical Program Committee member “Second International Workshop on Linked Media (LiME 2014”, in conjunction with ESWC, May 25-29, Heraklion, Greece

- Technical Program Committee member “Eighth IEEE International Conference on Semantic Computing (ICSC)”, June 16-18, Newport Beach, California, USA

- Program Committee Member “MMSys 2014 Data Set Track”, March 21-24, Singapore

- Program Committee Member “International Conference on Internet Multimedia Computing and Service (ICIMCS)”, July 10-12, Xiamen, China

- Program Committee Member of the track Multimedia Information Retrieval and Applications (MIRA) of the 10th International conference SITIS 2014, November 23-27, Marrakech, Morocco

2013

- Member of the Steering Committee of the Master in Multimedia at the University of Firenze

- Publicity co-chair per ACM Multimedia 2013, 21-25 Oct., Barcelona, Spain

- General co-chair “4th IEEE ARTEMIS 2013 International Workshop on Analysis and Retrieval of Tracked Events and Motion in Imagery Streams” in conjunction with ACM Multimedia, 21-25 Oct., Barcelona, Spain

- Session Chair “Open Source Software Competition” ACM Multimedia 2013

- Technical Program Committee member "3rd International Workshop on Interactive Multimedia on Mobile and Portable Devices ", in conjunction with ACM Multimedia 2013, 22 Oct., Barcelona, Spain

- Program Committee member, "Pacific-Rim Conference on Multimedia (PCM)", December 13-16, 2013 - Nanjing, China

- Program Committee member, “7th IEEE International Conference on Semantic Computing (ICSC)”, September 16-18, 2013 - Irvine, California, USA

- Technical Program Committee member "ACM International Conference on Internet Multimedia Computing and Service (ICIMCS)", Huangshan, China, Aug. 17 - 19, 2013

- Technical Program Committee member “ACM International Conference on Multimedia Retrieval (ICMR)”, 16-19 Apr., Dallas (TX), USA

- Technical Program Committee member “IEEE International Conference on Multimedia and Expo (ICME)”, July 15 - 19, 2013, San Jose, California, USA

- Technical Program Committee member “11th International Workshop on Content-Based Multimedia Indexing (CBMI)”, June 17-19, Veszprém, Hungary

- Program Committee Member “9th International Conference on Signal Image Technology & Internet Based Systems”, December 2-5, Kyoto, Japan

- Program Committee Member “ICCV Workshop on Action Recognition with a Large Number of Classes (THUMOS)”, in conjunction with ICCV, Sydney, Australia

2012

- General co-chair “Workshop on Web-scale Vision and Social Media (VSM)” in conjunction with ECCV 2012, 7-13 Oct., Firenze, Italia

- General co-chair “3rd IEEE ARTEMIS 2012 International Workshop on Analysis and Retrieval of Tracked Events and Motion in Imagery Streams” in conjunction with ECCV 2012, 13 Oct., Firenze, Italia

- Web Chair “European Conference on Computer Vision (ECCV)”, 7-13 Oct., Firenze, Italy

- Special Session Co-Chair “18th International Conference on MultiMedia Modeling (MMM)”, 4-6 Jan., Klagenfurt, Austria

- Technical Program Committee member per "International Workshop on Information Fusion in Computer Vision for Concept Recognition (IFCVCR 2012)", in conjunction with 12th European Conference on Computer Vision (ECCV 2012), Oct. 13, 2012, Firenze, Italy

- Technical program committee member "Pacific-Rim Conference on Multimedia (PCM)", 4-7 Dec., Singapore

- Technical program committee member “ACM Conference on Multimedia (ACM MM)”, 29 Oct. – 2 Nov., Nara, Japan

- Technical program committee member “International Workshop on Socially-Aware Multimedia”, in conjunction with ACM MM 2012, 29 Oct., Nara, Japan

- Technical program committee member “Personalized Access to Cultural Heritage: Multimedia by the Crowd, for the Crowd”, in conjunction with ACM MM 2012, 29 Oct., Nara, Japan

- Program committee member “ECCV 2012 Workshop on Information Fusion in Computer Vision for Concept Recognition (IFCVCR)” in conjunction with ECCV 2012, 7-13 Oct., Firenze, Italia

- Program Committee member “Sixth IEEE International Conference on Semantic Computing (ICSC)”, 19-21 Sep., Palermo, Italia

- Technical Program Committee member “ACM International Conference on Multimedia Retrieval (ICMR)”, 5-8 Jun., Hong Kong, PR China

- Program Committee Member “ASE/IEEE International Conference on Social Computing”, Sep. 3-6, Amsterdam, The Netherlands

- Program Committee Member “10th Workshop on Content-Based Multimedia Indexing (CBMI)”, Jun. 27-29, Annecy, France

- Technical Program Committee member “International Conference on Multimedia and Expo (ICME)”, 9-13 Jul., Melbourne, Australia

- Technical Program Committee member “Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2012)”, 4-6 Jul., Palermo, Italy

- Technical Program Committee member “IRCDL 2012 - 8th Italian Research Conference on Digital Libraries”, 9-10 Feb., Bari, Italy

2011

- Co-chair “2nd IEEE Workshop on Analysis and Retrieval of Tracked Events and Motion in Imagery Streams (ARTEMIS)”, 12 Nov., Barcelona, Spain

- Session chair “2^a poster session di ACM International Conference on Multimedia Retrieval (ICMR)”, 17-20 Apr., Trento, Italia

- Guest editor “Multimedia Tools and Applications (MTAP)”, Special Issue on “Multimedia and Semantic Technologies for Future Computing Environments”

- Guest editor per “Interactive Learning Environments”, Special Issue on "Semantic Technologies for Multimedia-enhanced Learning Environments", Volume 19, Issue 1, 2011, Pages 1 – 4

- Area co-chair “Multi-Modal Integration and Understanding in The Imperfect World”, ACM Multimedia (ACM MM) 2011, 28 Nov-1 Dec., Scottsdale, AZ, USA

- Program co-chair 2nd FTRA International Workshop on Multimedia and Semantic Technologies (MUST 2011) June 28-30, Crete, Greece.

- Technical Program Committee member di Pacific-Rim Conference on Multimedia (PCM), 20-22 Dec., Sydney, Australia

- Technical Program Committee member Fourth International Workshop on Automated Media Analysis and Production for Novel TV Services (AIEMPro), in conjunction with ACM Multimedia (ACM MM) 2011, 28 Nov-1 Dec., Scottsdale, AZ, USA

- Technical Program Committee member Open Source Software Competition ACM Multimedia 2011, 28 Nov-1 Dec., Scottsdale, AZ, USA

- Technical Program Committee member 13th International Workshop of the Multimedia Metadata Community on "Multimedia on the Web" (MMWeb2011), 8 Sep., Graz, Austria

- Technical Program Committee member IEEE International Conference on Multimedia & Expo, 11-15 Jul., Barcelona, Spain

- Technical Program Committee member 9^th International Workshop on Content-Based Multimedia Indexing (CBMI 2011), 13-15 Jun., Madrid, Spain.

- Program Committee member 17^th International Conference on Multimedia Modeling (MMM 2011)

- Program Committee member 7^th Italian Research Conference on Digital Libraries - IRCDL 2011, 20-21 Jan., Pisa, Italia.

2010

- Open Source Software Competition Chair per ACM Multimedia (ACM MM 2010), Firenze, Italia, 25-29 Oct..

- Program Area Chair for the ACM ARTEMIS2010: First ACM International Workshop on Analysis and Retrieval of Tracked Events and Motion in Imagery Streams, in conjunction with ACM Multimedia 2010.

- Program Co-chair member per International Workshop on Multimedia and Semantic Technologies (MUST 2010), Busan, Korea, Maggio 21-23.

- Program Committee member International Workshop on Ontologies for Multimedia Interpretation and Retrieval (OMIR 2010), in conjunction with SAMT 2010

- Program Committee member 3rd Workshop on Automated Information Extraction in Media Production (AIEMPro10), in conjunction with ACM Multimedia 2010

- Program Committee member per 6th Italian Research Conference on Digital Libraries - IRCDL 2010, Padua, Italy, 28-29 Jan.

- Technical Program Committee member IEEE International Conference on Multimedia & Expo (ICME 2010), Singapore, 19-23 Jul.

- Technical Program Committee member per ACM Multimedia (ACM MM 2010) Content Track, Firenze, Italia, 25-29 Oct.

- Technical Program Committee member per ACM Multimedia (ACM MM 2010) Applications Track, Firenze, Italia, 25-29 Oct.

- Technical Program Committee member per 8th Workshop on Content-based Multimedia Indexing (CBMI 2010), Grenoble, France, 23-25 Jun.

2009

- Technical Program Committee member per 6th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), Genoa, Italy, 2-4 Sep.

- International Program Committee member per Second International Workshop on Tracking Humans for the Evaluation of their Motion in Image Sequences (THEMIS'2009), in conjunction with ICCV2009, 29th September - 2 Oct., Kyoto, Japan.

- Technical Program Committee member per 15^th International Multimedia Modeling Conference (MMM), 7-9 January, Sophia-Antipolis, France

2008

- Technical Program Committee member per 15^th International Multimedia Modeling Conference (MMM), 7-9 Jan. 2009, Eurecom, Sophia-Antipolis, France

- International Program Committee member per First International Workshop on Tracking Humans for the Evaluation of their Motion in Image Sequences (THEMIS'2008), in conjunction with BMVC 2008, 1-4 Sep., Leeds, UK.

2007

- Session chair per International Workshop on Visual and Multimedia Digital Libraries (VMDL) 2007, 13-14 Sep., Modena

- Session chair per 9th ACM SIGMM International Workshop on Multimedia Information Retrieval, 28-29 Sep., 2007, University of Augsburg, Germany

2006

- Program committee member per VSSN 2006 – 4^th ACM International Workshop on Video Surveillance & Sensor Networks in conjunction with ACM Multimedia 2006, Santa Barbara, USA, Oct.

- Program committee chair per CVBASE ’06 - Workshop on Computer Vision Based Analysis in Sport Environments in conjunction with ECCV 2006 , Graz, Austria, 12 Maggio.

2005

- Proceedings Chair per Delos Int. Workshop on Audio-Visual Content and Information Visualization in Digital Libraries (AVIVDLib), 4-6 Maggio.

1999

- Local Technical Committee member di IEEE International Conference on Multimedia Computing and Systems ICMCS’99, Firenze.

- Reviewer for the following International journals:

- Pattern Analysis and Applications

- Multimedia Tools and Applications

- IEEE Multimedia

- IEEE Transactions on Multimedia

- IEEE Transactions on Information Systems

- IEEE Transactions on Circuits and Systems for Video Technology

- IEEE Pattern Analysis and Machine Intelligence

- IEEE Signal Processing Magazine

- ACM/Springer Journal on Multimedia Systems

- Pattern Recognition

- Image and Vision Computing Journal

- IET Computer Vision

- ACM TOMCCAP

- Signal Processing: Image Communication

- EURASIP Journal on Image and Video Processing

Invited speaker:

- "Social media annotation and recommendation", HES-SO Valais-Wallis, Freiburg, Svizzera (February 2013)

- “Content-Based Image and Video Retrieval”, Dagstuhl International Conference and Research Center for Computer Science, Wadern, Germany(April 2006)

- “Sports highlight recognition for semantic annotation and video adaptation”, Dagstuhl International Conference and Research Center for Computer Science, Wadern, Germany (January 2004)

- “Content-Based Image and Video Retrieval”, Dagstuhl International Conference and Research Center for Computer Science, Wadern, Germany (December 1999)

Participation to EU Funded Research Projects:

- EU H2020 CSA: Univ. Florence unit leader - ReInHerit - Proposal number: 101004545, TRANSFORMATIONS-19-2020.

- EU H2020 RIA: Univ. Florence unit leader - AI4Media, Proposal number: 951911

- Project evaluator for the European Commission Directorate-General Information Society and Media - IST-2006-2.6.3 Advanced search technologies for digital audio-visual content – call 6, 2006

- EU Erasmus+: “UMETECH - University & Media Technology for Cultural Heritage” (EU 574105-EPP-1-2016-1-IT-EPPKA2-CBHE-JP UMETECH, 2016-2018, coordinatore prof. A. Del Bimbo)

- EU IST: “EUTV – Adaptive Channels in Europe” (EU IST FP7-26428 euTV, 2010-2012, coord. Prof. A. Del Bimbo)

- EU EraSME: “Optimal Road sUrveillance System based on Scalable vIdeo” (EU EraSME 6th call ORUSSI, 2010-2012, coord. Prof. A. Del Bimbo)

- EU IST: “Immersive Multimedia Interfaces” (EU IST FP7-222267 IM3I, 2009-2011, coord. Prof. A. Del Bimbo)

- EU IST: “Interactive semantic video search with a large thesaurus of machine-learned audio-visual concepts” (EU IST FP6-045547, 2007-2010 VidiVideo, coord. prof. A. Del Bimbo)

- EU NOE: “Network of Excellence DELOS” (EU NOE DELOS, 2004-2006, coord. Prof. A. Del Bimbo)

- EU NOE: DELOS-NSF Working Group on Digital Imagery for Significant Cultural and Historical Materials (EU NOE DELOS, 2002-2003, coord. Prof. A. Del Bimbo)

- EU IST: “Automatic Segmentation and Semantic Annotation of Sports Videos” (EU IST1999-13082 ASSAVID, 1999–2002, coord. Prof. A. Del Bimbo)

- EU CARDS: “Support to the reform of Serbian Media Legislation towards EU standards and strengthening of legal and technical skills of media professionals.” (EU CARDS Regional Democratic Stabilisation Programme, 2004, coord. E. Brogi - MICC)

- EU TEMPUS: “Reorganization of University Libraries of Albania” (EU TEMPUS JEP N. 14174 ALBANet, 1999–2002, coord. Prof. A. Del Bimbo)

Research transfer projects

- "Unmanned Railway Vehicle Monitoring System" (MICC - RFI, 2018-2024)

- “Social Topics and Media Analysis Tool” (MICC- Telecom Italia, coord. Prof. A. Del Bimbo)

- “Smart H.264 video coding and frame scaling” (MICC - SELEX, coord. prof. A. Del Bimbo)

- “Trademark recognition in sport videos” (MICC - SportSystem, coord. prof. A. Del Bimbo)

Marco BERTINI

Interest

Marco Bertini works on image and video analysis, computer vision and artificial intelligence for applications in the multimedia technology sectors. His work focuses in particular on the definition of methodologies for the extraction and representation of visual information aimed at the analysis, annotation and search of semantic content, as well as on aspects of intelligent compression and quality evaluation.

The problem of content-based research has concerned the retrieval of 3D objects and the development of multi-user interactive systems for video retrieval up to, more recently, combined image retrieval.

The research activity also covered social media analysis both with regard to automatic annotation and collaborative filtering and recommendation.