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Stefano BERRETTI

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

Recapiti

	0552758529
	stefano.berretti(AT)unifi.it

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http://www.micc.unifi.it/berretti/

Stefano BERRETTI

Curriculum

Stefano Berretti ha conseguito il dottorato di ricerca in Ingegneria Elettronica e della Telecomunicazioni nel 2001. Dal 2002 al 2011 è stato Ricercatore Universitario presso il Centro di Eccellenza per l’Integrazione e la Comunicazione dei Media (MICC) ed il Dipartimento di Ingegneria dell’Informazione (DINFO) dell’Università di Firenze (UNIFI), dove attualmente è Professore Associato e coordinatore del dottorato di ricerca in Smart Computing. Stefano Berretti è stato anche Visiting Professor presso le Università di Lille, Francia, e l’Università di Alberta, Edmonton, Canada e Adjunct Faculty member della Kerala University of Digital Sciences, Innovation and Technology, India. Gli interessi di ricerca di Stefano Berretti si focalizzano principalmente su tecniche di Computer Vision e Artifical Intelligence applicate a dati 3D statici e dinamici ottenuti sia da modellazione che da scansioni reali. Alcune ricerche sono all’intersezione tra la Computer Vision 3D e la Computer Graphics. Questi metodi sono stati applicati in numerosi contesti tra cui il riconoscimento facciale e di emozioni da scansioni 3D e 4D, la re-identificazione, l’analisi ed il riconoscimento delle azioni e del comportamento dalla posizione dei giunti dello scheletro 3D del corpo; la ricostruzione da 2D a 3D del corpo e del volto; il riconoscimento e la segmentazione di forma e in base a rilievi di superficie 3D; generazione di sequenze animate 3D a partire da un modello neutro del volto ed una label di espressione, generazione di talking heads 3D a partire da una traccia audio; generazione di movimenti 4D del corpo a partire da una loro descrizione testuale. Su questi temi Stefano Berretti ha pubblicato oltre 230 articoli scientifici in riviste scientifiche e conferenze internazionali, diversi dei quali con elevato impatto. Gli indici bibliometrici riportano oltre 5870 citazioni con un indice H pari a 38 (fonte Google Scholar https://scholar.google.com/citations?user=3GPTAGQAAAAJ&hl=it&oi=ao).

Stefano Berretti ha partecipato a numerosi progetti di ricerca a livello Regionale, Nazionale, Europeo ed Internazionale, e di trasferimento tecnologico, per alcuni di essi svolgendo il ruolo di Principal Investigator. Attualmente è Principal Investigator per il progetto Europeo Horizon Europe Innovation Action “AI4Debunk: Participative Assistive AI-powered Tools for Supporting Trustworthy Online Activity of Citizens and Debunking Disinformation” (2024-2027). Stefano Berretti ha partecipato alla organizzazione di numerosi eventi scientifici (conferenze, simposia, workshop) di livello internazionale. Tra questi il workshop on “Learning with few or without annotated face, body, and gesture data” (LFA) in congiunzione con la conferenza IEEE Int. Conf. on Face and Gesture Recognition, FG 2023 e 2024, il workshop “Generation of Human Face and Body Behavior” (GHB) evento congiunto alla IEEE Winter Conf. on Applications in Computer Vision, WACV 2021, e Int. Conf. on Image Analysis and Processing ICIAP 2023. È stato inoltre general chair del Eurographics Symposium on “3D Object Retrieval” (3DOR) 2022, e della Conferenza on “Smart Tools and Applications in Graphics” 2021, ed area chair per la ACM Int. Conf. on Multimedia (2020, 2021, 2022, 2023, 2024), la IEEE Int. Conf. on Face and Gesture Recognition (FG 2019, 2020), e program chair per la Int. Conf. on Smart Multimedia (ICSM 2022, 2024, e 2025).

Stefano Berretti ha svolto un’intensa attività editoriale nella organizzazione di special issues di riviste scientifiche tra cui Computers & Graphics journal, ACM Trans. on Multimedia Computing, Communications, and Applications, IEEE Trans. on Industrial Informatics, IEEE Trans. on Consumer Electronics, IEEE Journal of Biomedical and Health Informatics, e ACM Trans. on Asian and Low-Resource Language Information Processing.

Stefano Berretti svolge il ruolo di Editore Associato per le riviste IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), ACM Trans. of Multimedia Computing, Communications, and Applications (TOMM), e IET Computer Vision journal, ed è anche Associate Editor in Chief per la Digital Communications per la rivista TCSVT. Negli anni passati è stato anche Information Director di ACM TOMM. È Senior member di IEEE.

Stefano BERRETTI

Pubblicazioni

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Tesi di Dottorato

Ismail-Fawaz A.; Devanne M.; Berretti S.; Weber J.; Forestier G. (2024). Finding Foundation Models for Time Series Classification with a PreText Task. In: Trends and Applications in Knowledge Discovery and Data Mining. PAKDD 2024, Taipei, taiwan, 7 May, 2024, SPRINGER-VERLAG SINGAPORE PTE LTD, vol. 14658 LNAI, pp. 123-135, ISBN:9789819726493 DOI Accesso ONLINE all'editore

Guerdelli H.; Ferrari C.; Berretti S.; Del Bimbo A. (2024). IMEmo: An Interpersonal Relation Multi-Emotion Dataset. In: IEEE 18th International Conference on Automatic Face and Gesture Recognition, Istanbul, Turkye, 27-31 May, 2024, IEEE, vol. 12, pp. 1-10, ISBN:979-8-3503-9494-8 DOI Accesso ONLINE all'editore

Yunyao Cai, Hu Lu, Shengli Wu, Stefano Berretti, Shaohua Wan (2024). DT-VNet: Deep Transformer-based VNet Framework for 3D Prostate MRI Segmentation. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, vol. ., pp. 1-8, ISSN:2168-2194 DOI

Chen L.; Li W.; Cui X.; Wang Z.; Berretti S.; Wan S. (2024). MS-GDA: Improving Heterogeneous Recipe Representation via Multinomial Sampling Graph Data Augmentation. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS, vol. 20, pp. 1-23, ISSN:1551-6857 DOI

Singh A.K.; Berretti S. (2024). Guest Editorial Security and Privacy of Multimedia and Multimodal Data for Consumers Electronic Applications. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, vol. 70, pp. 4908-4909, ISSN:0098-3063 DOI Accesso ONLINE all'editore

Chen C.; Si J.; Li H.; Han W.; Kumar N.; Berretti S.; Wan S. (2024). A High Stability Clustering Scheme for the Internet of Vehicles. IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 21, pp. 4297-4311, ISSN:1932-4537 DOI Accesso ONLINE all'editore

Federico Nocentini, Thomas Besnier, Sylvain Arguillere, Stefano Berretti, Claudio Ferrari, Mohamed Daoudi (2024). ScanTalk: 3D Talking Heads from Unregistered Scans. In: European Conference on Computer Vision, Milano, Septemner 29 - OCtober 4, 2024, Springer, pp. 1-18. Accesso ONLINE all'editore

Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier (2024). Weighted Average of Human Motion Sequences for Improving Rehabilitation Assessment. In: ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Vilnius, Lituania, September 9-13, 2024, Springer, pp. 1-16. Accesso ONLINE all'editore

Paolini, Gabriele; Tortorici, Claudio; Berretti, Stefano (2024). Binary segmentation of relief patterns on point clouds. COMPUTERS & GRAPHICS, vol. 123, pp. 104020-104029, ISSN:0097-8493 DOI Accesso ONLINE all'editore

Jiang, Jiange; Chen, Chen; Zhou, Yang; Berretti, Stefano; Liu, Lei; Pei, Qingqi; Zhou, Jianming; Wan, Shaohua (2024). Heterogeneous Dynamic Graph Convolutional Networks for Enhanced Spatiotemporal Flood Forecasting by Remote Sensing. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, vol. 17, pp. 3108-3122, ISSN:1939-1404 DOI Accesso ONLINE all'editore

Otberdout, Naima; Ferrari, Claudio; Daoudi, Mohamed; Berretti, Stefano; Bimbo, Alberto Del (2024). Generating Multiple 4D Expression Transitions by Learning Face Landmark Trajectories. IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, vol. 15, pp. 566-578, ISSN:1949-3045 DOI Accesso ONLINE all'editore

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

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

João Baptista Cardia Neto, Claudio Ferrari, Aparecido Nilceu Marana, Stefano Berretti, Alberto Del Bimbo (2023). Learning Streamed Attention Network from Descriptor Images for Cross-resolution 3D Face Recognition. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS, vol. 19, pp. 1-20, ISSN:1551-6857 DOI Accesso ONLINE all'editore

Ferrari C.; Berretti S.; Pala P.; Del Bimbo A. (2023). The Florence multi-resolution 3D facial expression dataset. PATTERN RECOGNITION LETTERS, vol. 175, pp. 23-29, ISSN:0167-8655 DOI Accesso ONLINE all'editore

Fontanini, Tomaso; Ferrari, Claudio; Lisanti, Giuseppe; Galteri, Leonardo; Berretti, Stefano; Bertozzi, Massimo; Prati, Andrea (2023). FrankenMask: Manipulating semantic masks with transformers for face parts editing. PATTERN RECOGNITION LETTERS, vol. 176, pp. 14-20, ISSN:0167-8655 DOI Accesso ONLINE all'editore

Wu Y.; Zhang L.; Berretti S.; Wan S. (2023). Medical Image Encryption by Content-aware DNA Computing for Secure Healthcare. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, vol. 19, pp. 2089-2098, ISSN:1551-3203 DOI Accesso ONLINE all'editore

Wu Y.; Guo H.; Chakraborty C.; Khosravi M.; Berretti S.; Wan S. (2023). Edge Computing Driven Low-Light Image Dynamic Enhancement for Object Detection. IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, vol. 10, pp. 3086-3098, ISSN:2327-4697 DOI Accesso ONLINE all'editore

Singh A.K.; Berretti S.; Lu H. (2023). Guest Editorial: Advanced information hiding techniques for industrial applications. JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, vol. 14, pp. 4635-4638, ISSN:1868-5137 DOI Accesso ONLINE all'editore

Guiducci, N; Tortorici, C; Ferrari, C; Berretti, S (2023). Learning graph-based features for relief patterns classification on mesh manifolds. COMPUTERS & GRAPHICS, vol. 115, pp. 69-80, ISSN:0097-8493 DOI Accesso ONLINE all'editore

Manesco, João Renato Ribeiro; Berretti, Stefano; Marana, Aparecido Nilceu (2023). DUA: A Domain-Unified Approach for Cross-Dataset 3D Human Pose Estimation. SENSORS, vol. 23, pp. 1-19, ISSN:1424-8220 DOI Accesso ONLINE all'editore

Elizabeth B. Varghese, Sabu M. Thampi, Stefano Berretti (2022). A Psychologically Inspired Fuzzy Cognitive Deep Learning Framework to Predict Crowd Behavior. IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, vol. 13, pp. 1005-1022, ISSN:1949-3045 DOI Accesso ONLINE all'editore

Guerdelli, H; Ferrari, C; Berretti, S (2022). Interpersonal relation recognition: a survey. MULTIMEDIA TOOLS AND APPLICATIONS, vol. 82, pp. 11417-11439, ISSN:1380-7501 DOI Accesso ONLINE all'editore

Naima OTBERDOUT; Mohammed Daoudi; Anis Kacem; Lahoucine Ballihi; Stefano Berretti (2022). Dynamic facial expression generation on hilbert hypersphere with conditional wasserstein generative adversarial nets. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 44, pp. 848-863, ISSN:0162-8828 DOI Accesso ONLINE all'editore

Ferrari C.; Berretti S.; Pala P.; Del Bimbo A. (2022). Measuring 3D face deformations from RGB images of expression rehabilitation exercises. VIRTUAL REALITY & INTELLIGENT HARDWARE, vol. 4, pp. 306-323, ISSN:2666-1209 DOI Accesso ONLINE all'editore

Szczapa, Benjamin; Daoudi, Mohamed; Berretti, Stefano; Pala, Pietro; Bimbo, Alberto Del; Hammal, Zakia (2022). Automatic Estimation of Self-Reported Pain by Trajectory Analysis in the Manifold of Fixed Rank Positive Semi-Definite Matrices. IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, vol. 13, pp. 1813-1826, ISSN:1949-3045 DOI Accesso ONLINE all'editore

Guo, YL; Wang, HY; Clark, R; Berretti, S; Bennamoun, M (2022). Deep learning for 3D vision. IET COMPUTER VISION, vol. 16, pp. 567-569, ISSN:1751-9632 DOI Accesso ONLINE all'editore

Guerdelli H.; Ferrari C.; Barhoumi W.; Ghazouani H.; Berretti S. (2022). Macro-and Micro-Expressions Facial Datasets: A Survey. SENSORS, vol. 22, pp. 1-34, ISSN:1424-8220 DOI Accesso ONLINE all'editore

Singh, AK; Zhou, HY; Berretti, S (2022). Guest Editorial: Medical Data Security Solution for Healthcare Industries. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, vol. 18, pp. 5558-5560, ISSN:1551-3203 DOI Accesso ONLINE all'editore

Berretti, S; Theoharis, T; Daoudi, M; Ferrari, C; Veltkamp, RC (2022). Foreword to the Special Section on 3D Object Retrieval 2022 Symposium (3DOR2022). COMPUTERS & GRAPHICS, vol. 107, pp. 3-4, ISSN:0097-8493 DOI Accesso ONLINE all'editore

Wan, SH; Nappi, M; Chen, C; Berretti, S (2022). Guest Editorial Emerging IoT-Driven Smart Health: From Cloud to Edge. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, vol. 26, pp. 937-938, ISSN:2168-2194 DOI Accesso ONLINE all'editore

Ferrari C.; Berretti S.; Pala P.; Del BIMBO A. (2022). A Sparse and Locally Coherent Morphable Face Model for Dense Semantic Correspondence Across Heterogeneous 3D Faces. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 44, pp. 6667-6682, ISSN:0162-8828 DOI Accesso ONLINE all'editore

Abdessamad Youssfi Alaoui, Youness Tabii, Rachid Oulad Haj Thami, Mohamed Daoudi, Stefano Berretti, Pietro Pala (2021). Fall Detection of Elderly People Using the Manifold of Positive Semidenite Matrices. JOURNAL OF IMAGING, vol. 7, pp. 1-19, ISSN:2313-433X DOI Accesso ONLINE all'editore

Claudio Tortorici, Stefano Berretti, Ahmad Obeid, Naoufel Werghi (2021). Convolution operations for Relief-Pattern Retrieval, Segmentation and Classification on Mesh Manifolds. PATTERN RECOGNITION LETTERS, vol. 142, pp. 32-38, ISSN:0167-8655 DOI Accesso ONLINE all'editore

Luigi Ariano, Claudio Ferrari, Stefano Berretti, Alberto Del Bimbo (2021). Action Unit Detection by Learning the Deformation Coefficients of a 3D Morphable Model. SENSORS, vol. 21, pp. 1-19, ISSN:1424-8220 DOI Accesso ONLINE all'editore

Pintus R.; Biasotti S.; Berretti S. (2021). Foreword to the Special Section on Smart Tool and Applications for Graphics (STAG 2020). COMPUTERS & GRAPHICS, vol. 101, pp. 3-4, ISSN:0097-8493 DOI Accesso ONLINE all'editore

Ferrari, Claudio; Casini, Leonardo; Berretti, Stefano; Del Bimbo, Alberto (2021). Monocular 3D Body Shape Reconstruction under Clothing. JOURNAL OF IMAGING, vol. 7, pp. 257-268, ISSN:2313-433X DOI Accesso ONLINE all'editore

Tortorici C.; Werghi N.; Berretti S. (2021). Representing and analyzing relief patterns using LBP variants on mesh manifold. PATTERN ANALYSIS AND APPLICATIONS, vol. 24, pp. 557-573, ISSN:1433-7541 DOI Accesso ONLINE all'editore

Moscoso Thompson E.; Biasotti S.; Giachetti A.; Tortorici C.; Werghi N.; Obeid A.S.; Berretti S.; Nguyen-Dinh H.-P.; Le M.-Q.; Nguyen H.-D.; Tran M.-T.; Gigli L.; Velasco-Forero S.; Marcotegui B.; Sipiran I.; Bustos B.; Romanelis I.; Fotis V.; Arvanitis G.; Moustakas K.; Otu E.; Zwiggelaar R.; Hunter D.; Liu Y.; Arteaga Y.; Luxman R. (2020). SHREC’20 Track: Retrieval of digital surfaces with similar geometric reliefs. COMPUTERS & GRAPHICS, vol. 91, pp. 199-218, ISSN:0097-8493 DOI Accesso ONLINE all'editore

Ettore Maria Celozzi; Luca Ciabini; Luca Cultrera; Pietro Pala; Stefano Berretti; Mohamed Daoudi; Alberto Del Bimbo (2020). Modelling the Statistics of Cyclic Activities by Trajectory Analysis on the Manifold of Positive-Semi-Definite Matrices. In: IEEE International Conference on Automatic Face and Gesture Recognition, Buenos Aires, 16-20 Novembre 2020, IEEE, pp. 351-355, ISBN:978-1-7281-3079-8 DOI Accesso ONLINE all'editore

Tortorici C.; Werghi N.; Berretti S. (2020). CSIOR: An Algorithm for Ordered Triangular Mesh Regularization. In: 2020 IEEE International Conference on Image Processing, ICIP 2020, Abu Dhabi, 2020, IEEE Computer Society, vol. 2020-, pp. 2696-2700, ISBN:978-1-7281-6395-6 DOI Accesso ONLINE all'editore

Taha B.; Hayat M.; Berretti S.; Werghi N. (2020). Fused Geometry Augmented Images for Analyzing Textured Mesh. In: 2020 IEEE International Conference on Image Processing, ICIP 2020, Abu Dhabi, 2020, IEEE Computer Society, vol. 2020-, pp. 2651-2655, ISBN:978-1-7281-6395-6 DOI Accesso ONLINE all'editore

Ferrari, Claudio; Berretti, Stefano; del Bimbo, Alberto (2020). Single View 3D Face Reconstruction. In: Claudio Ferrari, Stefano Berretti, Alberto Del Bimbo. Recent Advances in 3D Imaging, Modeling, and Reconstruction, pp. 215-227 IGI Global, ISBN:9781522552949. DOI

Anis Kacem, Mohamed Daoudi, Boulbaba Ben Amor, Stefano Berretti, Juan Carlos Alvarez-Paiva (2020). A Novel Geometric Framework on Gram Matrix Trajectories for Human Behavior Understanding. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 42, pp. 1-14, ISSN:0162-8828 DOI Accesso ONLINE all'editore

Tortorici C.; Riahi M.K.; Berretti S.; Werghi N. (2020). CSIOR: Circle-Surface Intersection Ordered Resampling. COMPUTER AIDED GEOMETRIC DESIGN, vol. 79, pp. 1-21, ISSN:0167-8396 DOI Accesso ONLINE all'editore

B. Taha, M. Hayat, S. Berretti, D. Hatzinakos, N. Werghi (2020). Learned 3D Shape Representations Using Fused Geometrically Augmented Images: Application to Facial Expression and Action Unit Detection. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, vol. 30, pp. 2900-2916, ISSN:1051-8215 DOI Accesso ONLINE all'editore

Tortorici C.; Vreshtazi D.; Berretti S.; Werghi N. (2019). Relief pattern segmentation using 2D-grid patches on a locally ordered mesh manifold. In: 2019 Italian Chapter Conference - Smart Tools and Apps in Computer Graphics, STAG 2019, Italia, 2019, Eurographics Association, pp. 109-110, ISBN:978-3-03868-100-7 DOI Accesso ONLINE all'editore

Claudio Ferrari ; Stefano Berretti ; Alberto Del Bimbo (2019). Discovering Identity Specific Activation Patterns in Deep Descriptors for Template Based Face Recognition. In: IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019), Lille, France, 14-18 May, 2019, IEEE, pp. 1-5, ISBN:978-1-7281-0089-0 DOI Accesso ONLINE all'editore

Naima Otberdout, Anis Kacem, Mohamed Daoudi, Lahoucine Ballihi, Stefano Berretti (2019). Automatic Analysis of Facial Expressions Based on Deep Covariance Trajectories. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, vol. 31, pp. 3892-3905, ISSN:2162-237X DOI Accesso ONLINE all'editore

Benjamin Szczapa, Mohamed Daoudi, Stefano Berretti, Alberto Del Bimbo, Pietro Pala, Estelle Massart (2019). Fitting, Comparison, and Alignment of Trajectories on Positive Semi-Deﬁnite Matrices with Application to Action Recognition. In: IEEE International Conference on Computer Vision Workshops, Seoul, Korea, Oct. 27- Nov 2, 2019, IEEE, pp. 1241-1250. DOI Accesso ONLINE all'editore

Claudio Tortorici, Naoufel Werghi, Stefano Berretti (2019). Extending LBP and Convolution-like Operations on the Mesh. In: IEEE International Conference on Image Processing, Taipei, Taiwan, 22-25 September 2019, IEEE, pp. 4479-4483, ISBN:978-1-5386-6249-6 DOI Accesso ONLINE all'editore

J. B. Cardia Neto, A. N. Marana, C. Ferrari, S. Berretti, A. Del Bimbo (2019). Deep Learning from 3DLBP Descriptors for Depth Image Based Face Recognition. In: IAPR International Conference on Biometrics, Crete. Greece, 4-7 June, 2019, IEEE, pp. 1-1.

Pala, Pietro; Seidenari, Lorenzo; Berretti, Stefano; Del Bimbo, Alberto (2019). Enhanced skeleton and face 3D data for person re-identification from depth cameras. COMPUTERS & GRAPHICS, vol. 79, pp. 69-80, ISSN:0097-8493 DOI Accesso ONLINE all'editore

Ferrari C.; Berretti S.; Pala P.; Del Bimbo A. (2019). 3DMM for accurate reconstruction of depth data. In: 20th International Conference on Image Analysis and Processing, ICIAP 2019, Trento, Italia, 2019, Springer Verlag, vol. 11751, pp. 532-543, ISBN:978-3-030-30641-0 DOI Accesso ONLINE all'editore

C. Ferrari, L. Galteri, G. Lisanti, S. Berretti, A. Del Bimbo (2019). Coarse-to-Fine 3D Face Reconstruction. In: IEEE Conference on Computer Vision Workshops, Long Beach, California, 16-20 June, 2019, IEEE, pp. 25-31.

Galteri L.; Ferrari C.; Lisanti G.; Berretti S.; Del Bimbo A. (2019). Deep 3D morphable model refinement via progressive growing of conditional Generative Adversarial Networks. COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 185, pp. 31-42, ISSN:1077-3142 DOI Accesso ONLINE all'editore

Ferrari C.; Berretti S.; Pala P.; Del Bimbo A. (2019). 3D face reconstruction from RGB-D data by morphable model to point cloud dense fitting. In: 8th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2019, Praga, Repubblica Ceca, 2019, SciTePress, pp. 728-735, ISBN:978-989758351-3 DOI Accesso ONLINE all'editore

L. Galteri ; C. Ferrari ; G. Lisanti ; S. Berretti ; A. Del Bimbo (2019). Coarse to Fine 3D Face Reconstruction from Single Image. In: IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019), Lille, France, 14-18 May 2019, IEEE, pp. 1-1, ISBN:978-1-7281-0089-0 DOI Accesso ONLINE all'editore

Joao Baptista Cardia Neto, Aparecido Nilceu Marana, Claudio Ferrari, Stefano Berretti, Alberto Del Bimbo (2019). Depth-Based Face Recognition by Learning from 3D-LBP Images. In: Eurographics Workshop on 3D Object Retrieval, Genova, 6-6 Maggio, 2019, The Eurographics Association, pp. 1-8, ISBN:978-3-03868-077-2 DOI Accesso ONLINE all'editore

Pietro Pala,Stefano Berretti (2019). Reconstructing 3D Face Models by Incremental Aggregation and Reﬁnement of Depth Frames. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS, vol. 15, pp. 1-23, ISSN:1551-6857 DOI

Naima Otberdout, Anis Kacem, Mohamed Daoudi, Lahoucine Ballihi, Stefano Berretti (2018). Deep Covariance Descriptors for Facial Expression Recognition. In: 29th British Machine Vision Conference (BMVC’18), Newcastle upon Tyne, 2-6 September 2018, BMVA, pp. 1-13. Accesso ONLINE all'editore

Claudio Ferrari, Stefano Berretti, Pietro Pala, Alberto Del Bimbo (2018). Learning 3DMM Deformation Coeﬃcients for Rendering Realistic Expression Images. In: Interantional Conference on Smart Multimedia, Tolone, Francia, 24-25 Agosto 2018, Springer, pp. 1-14.

Claudio Ferrari, Stefano Berretti, Pietro Pala, Alberto Del Bimbo (2018). Rendering Realistic Subject-Dependent Expression Images by Learning 3DMM Deformation Coeﬃcients. In: 9th International Workshop on Human Behavior Understanding - Generating Visual Data of Human Behavior (HBUGEN’18), Monaco, Germania, 9 Settembre 2018, Springer, pp. 1-16. Accesso ONLINE all'editore

Alashkar, Taleb; Amor, Boulbaba Ben; Daoudi, Mohamed; Berretti, Stefano (2018). Spontaneous Expression Detection from 3D Dynamic Sequences by Analyzing Trajectories on Grassmann Manifolds. IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, vol. 9, pp. 271-284, ISSN:1949-3045 DOI Accesso ONLINE all'editore

Claudio Ferrari, Stefano Berretti, Alberto Del Bimbo (2018). Extended YouTube Faces: a Dataset for Heterogeneous Open-Set Face Identiﬁcation. In: 23rd International Conference on Pattern Recognition, Beijing, China, 20-24 Agosto 2018, IEEE, pp. 1-6.

P. Pala, L. Seidenari, S. Berretti, A. Del Bimbo (2018). Person Re-Identification from Depth Cameras using Skeleton and 3D Face Data. In: 11th Eurographics Workshop on 3D Object Retrieval} (3DOR 2018), Delft, Olanda, 15-16 Maggio, 2018, Eurographics, pp. 1-7.

Stefano Berretti, Alberto Del Bimbo, Pietro Pala (2018). 3D Face Recognition Using Spatial Relations. In: Information Resources Management Association, USA. Computer vision: Concepts, methodologies, tools, and applications, pp. 679-706, Hershey, Pennsylvania: IGI Global, ISBN:978-152255205-5. DOI Accesso ONLINE all'editore

Stefano, Berretti; Mohamed, Daoudi; Pavan, Turaga; Anup, Basu (2018). Representation, Analysis and Recognition of 3D Humans: A Survey. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS, vol. 14, pp. 1-36, ISSN:1551-6857 DOI Accesso ONLINE all'editore

Stefano Berretti, Mohamed Daoudi, Pavan Turaga, Anup Basu (2018). Introduction to the Special Issue on Representation, Analysis, and Recognition of 3D Humans. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS, vol. 14, pp. 1-2, ISSN:1551-6857 DOI Accesso ONLINE all'editore

Claudio Tortorici, Naoufel Werghi, Stefano Berretti (2018). Performing Image-like Convolution on Triangular Meshes. In: 11th Eurographics Workshop on 3D Object Retrieval, 3DOR 2018, Delft, Olanda, 15-16 Maggio, 2018, Eurographics, pp. 1-4.

Claudio Ferrari, Giuseppe Lisanti, Stefano Berretti, Alberto Del Bimbo (2018). Investigating Nuisances in DCNN-Based Face Recognition. IEEE TRANSACTIONS ON IMAGE PROCESSING, vol. 27, pp. 5638-5651, ISSN:1057-7149 DOI Accesso ONLINE all'editore

S. Biasotti, E. Moscoso Thompson, L. Bathe, S. Berretti, A. Giachetti, T. Lejemble, N. Mellado, K. Moustakas, Iason Manolas, Dimitrios Dimou, C. Tortorici, S. Velasco-Forero, N. Werghi, M. Polig, G. Sorrentino, S. Hermon (2018). SHREC’18 track: Recognition of Geometric Patterns over 3D Models. In: 11th Eurographics Workshop on 3D Object Retrieval (3DOR 2018), Delt, Netherlands, 16 Aprile 2018, The Eurographics Association, pp. 1-7, ISBN:978-3-03868-053-6 Accesso ONLINE all'editore

Bondi, Enrico; Pala, Pietro; Seidenari, Lorenzo; Berretti, Stefano; Del Bimbo, Alberto (2018). Long Term Person Re-Identification from Depth Cameras using Facial and Skeleton Data. In: 2nd International Workshop on Understanding Human Activities through 3D Sensors (UHA3DS'16), Cancun, Mexico, 4 December, 2016, Springer, vol. 10188 LNCS, pp. 29-41, ISBN:978-3-319-91862-4 DOI Accesso ONLINE all'editore

E. Moscoso Thompson, C. Tortorici, N. Werghi, S. Berretti, S. Velasco Forero, S. Biasotti (2018). SHREC'18 track: Retrieval of Color Patterns Depicted on 3D Models. In: 11th Eurographics Workshop on 3D Object Retrieval, 3DOR 2018, Delft, Olanda, 15-16 Maggio, 2018, Eurographics, pp. 1-7.

Ferrari, Claudio; Lisanti, Giuseppe; Berretti, Stefano; DEL BIMBO, Alberto (2017). A Dictionary Learning based 3D Morphable Shape Model. IEEE TRANSACTIONS ON MULTIMEDIA, vol. 19, pp. 2666-2679, ISSN:1520-9210 DOI Accesso ONLINE all'editore

Silva Mata, Francisco José; Castellanos, Elaine Grenot; Muñoz-Briseño, Alfredo; Talavera-Bustamante, Isneri; Berretti, Stefano* (2017). 3D Face Recognition in Continuous Spaces. In: 19th International Conference on Image Analysis and Processing, ICIAP 2017, italia, 2017, Springer Verlag, vol. 10485, pp. 3-13, ISBN:9783319685472 DOI Accesso ONLINE all'editore

Daoudi, Mohamed; Berretti, Stefano*; Pala, Pietro; Delevoye, Yvonne; Del Bimbo, Alberto (2017). Emotion recognition by body movement representation on the manifold of symmetric positive definite matrices. In: 19th International Conference on Image Analysis and Processing, ICIAP 2017, italia, 2017, Springer Verlag, vol. 10484, pp. 550-560, ISBN:9783319685595 DOI Accesso ONLINE all'editore

Devanne, Maxime; Berretti, Stefano; Pala, Pietro; Wannous, Hazem; Daoudi, Mohamed; Del Bimbo, Alberto (2017). Motion Segment Decomposition of RGB-D Sequences for Human Behavior Understanding. PATTERN RECOGNITION, vol. 61, pp. 222-233, ISSN:0031-3203 DOI Accesso ONLINE all'editore

Claudio Tortorici, Naoufel Werghi, Stefano Berretti (2017). Defining mesh-LBP Variants for 3D Relief Patterns Classification. In: VII International Workshop Representation, Analysis and Recognition of Shape and Motion from Image Data, RFMI 2017, Centre Paul-Langevin Aussois, Savoie, France, December, 17-20, 2017, Springer Verlag, pp. 1-12.

Ferrari, Claudio; Lisanti, Giuseppe; Berretti, Stefano; Del Bimbo, Alberto (2017). Investigating Nuisance Factors in Face Recognition with DCNN Representation. In: IEEE Conference on Computer Vision and Pattern Recognition Workshop on Biometrics, Honolulu, July 21, 2017, IEEE, pp. 583-591, ISBN:978-1-5386-0733-6 DOI Accesso ONLINE all'editore

Devanne, Maxime; Wannous, Hazem; Daoudi, Mohamed; Berretti, Stefano; Alberto Del Bimbo, ; Pala, Pietro (2016). Learning Shape Variations of Motion Trajectories for Gait Analysis. In: 23rd International Conference on Pattern Recognition (ICPR), Cancun, Mexico, 4-8 December 2016, IEEE, pp. 895-900, ISBN:978-1-5090-4847-2 DOI Accesso ONLINE all'editore

Werghi, Naoufel; Tortorici, Claudio; Berretti, Stefano; DEL BIMBO, Alberto (2016). Boosting 3D LBP-Based Face Recognition by Fusing Shape and Texture Descriptors on the Mesh. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, vol. 11, pp. 964-979, ISSN:1556-6013 DOI Accesso ONLINE all'editore

Alashkar, Taleb; Ben Amor, Boulbaba; Daoudi, Mohamed; Berretti, Stefano (2016). A Grassmann framework for 4D facial shape analysis. PATTERN RECOGNITION, vol. 57, pp. 21-30, ISSN:0031-3203 DOI Accesso ONLINE all'editore

Bondi, Enrico; Pala, Pietro; Berretti, Stefano; Del Bimbo, Alberto (2016). Reconstructing High-Resolution Face Models from Kinect Depth Sequences. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, vol. 11, pp. 2843-2853, ISSN:1556-6013 DOI Accesso ONLINE all'editore

Ferrari, Claudio; Lisanti, Giuseppe; Berretti, Stefano; Del Bimbo, Alberto (2016). Effective 3D based Frontalization for Unconstrained Face Recognition. In: 23rd International Conference on Pattern Recognition (ICPR'16), Cancun, Mexico, 4-8 Dcember, 2016, IEEE, pp. 1047-1052, ISBN:978-1-5090-4847-2 DOI Accesso ONLINE all'editore

Silva-Mata, F.J.; Munoz, D.P.; Berretti, S.; Mendiola-Lau, V.; Talavera, I.; Hernández, N.; Martínez Díaz, Y.; Augier, A.G (2016). Signal and image alignment during the application of functional data analysis. Practical examples of chemometrics and biometrics [Alineación de senales e imágenes durante la aplicación del análisis de datos funcionales. Ejemplos prácticos de senales e imágenes quimiometricas y biometricas]. REVISTA CUBANA DE FISICA, vol. 33, pp. E52-E59, ISSN:0253-9268 Accesso ONLINE all'editore

Tortorici, Claudio; Werghi, Naoufel; Berretti, Stefano (2015). Boosting 3D LBP-based Face Recognition by Fusing Shape and Texture Descriptors on the Mesh. In: IEEE Conference on Image Processing (ICIP 2015), Québec City, Canada, September 27-30, 2015, IEEE, pp. 2670-2674, ISBN:978-1-4799-8339-1 DOI Accesso ONLINE all'editore

Berretti, S.; Pala, P.; Del Bimbo, A. (2015). Increasing 3D Resolution of Kinect Faces. In: ChaLearn Looking at People @ ECCV2014: Challenge and Workshop on Pose Recovery, Action and Gesture Recognition, Zurich, Switzerland, September 6-7, 2014, Springer International Publishing, vol. 8925, pp. 639-653, ISBN:978-3-319-16177-8 DOI Accesso ONLINE all'editore

Bondi, E.; Pala, P.; Berretti, S.; Del Bimbo, A. (2015). Reconstructing High-resolution Face Models from Kinect Depth Sequences Acquired in Uncooperative Contexts. In: 1st International Workshop on Understanding Human Activities through 3D Sensors (UHA3DS'15), Ljubljana, Slovenia, May 8, 2015, IEEE, pp. 1-6, ISBN:978-1-4799-6026-2 DOI Accesso ONLINE all'editore

M. Devanne; H. Wannous; S. Berretti; P. Pala; M. Daoudi; A. Del Bimbo (2015). 3-D Human Action Recognition by Shape Analysis of Motion Trajectories on Riemannian Manifold. IEEE TRANSACTIONS ON CYBERNETICS, vol. 45, pp. 1340-1352, ISSN:2168-2267 DOI Accesso ONLINE all'editore

Werghi, Naoufel; Tortorici, Claudio; Berretti, Stefano; Del Bimbo, Alberto (2015). Local binary patterns on triangular meshes: Concept and applications. COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 139, pp. 161-177, ISSN:1077-3142 DOI Accesso ONLINE all'editore

Devanne, M.; Wannous, H.; Pala, P.; Berretti, S.; Daoudi, M.; Del Bimbo, A. (2015). Combined Shape Analysis of Human Poses and Motion Units for Action Segmentation and Recognition. In: 1st International Workshop on Understanding Human Activities through 3D Sensors (UHA3DS'15), Ljubljana, Slovenia, May 4-8, 2015, IEEE, pp. 1-6, ISBN:978-1-4799-6026-2 DOI Accesso ONLINE all'editore

Werghi, N.; Tortorici, C.; Berretti, S.; Del Bimbo, A. (2015). Computing Local Binary Patterns on Mesh Manifolds for 3D Texture Retrieval. In: 8th Eurographics Workshop on 3D Object Retrieval (3DOR 2015), Zurich, Switzerland, May 2-3, 2015, Eurographics, pp. 91-94, ISBN:978-3-905674-78-1 DOI Accesso ONLINE all'editore

Ferrari, Claudio; Lisanti, Giuseppe; Berretti, Stefano; Del Bimbo, Alberto (2015). Dictionary Learning based 3D Morphable Model Construction for Face Recognition with Varying Expression and Pose. In: International Conference on 3D Vision (3DV 2015), Lyon, France, October 19-22, 2015, IEEE, pp. 509-517, ISBN:978-1-4673-8332-5 DOI Accesso ONLINE all'editore

N. Werghi; S. Berretti; A. Del Bimbo (2015). The mesh-LBP: a Framework for Extracting Local Binary Patterns from Discrete Manifolds. IEEE TRANSACTIONS ON IMAGE PROCESSING, vol. 24, pp. 220-235, ISSN:1057-7149 DOI Accesso ONLINE all'editore

Werghi, N.; Tortorici, C.; Berretti, S.; Del Bimbo, A. (2015). Representing 3D Texture on Mesh Manifolds for Retrieval and Recognition Applications. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), Boston, Massachusetts, USA, June 8-10, 2015., IEEE, pp. 2521-2530, ISBN:978-1-4673-6964-0 DOI Accesso ONLINE all'editore

Alashkar, T.; Ben Amor, B.; Daoudi, M.; Berretti, S. (2015). Analyzing Trajectories on Grassmann Manifold for Early Emotion Detection from Depth Videos. In: IEEE International Conference on Automatic Face and Gesture Recognition, Ljubljana, 4-8 May 2015, IEEE, pp. 1-6, ISBN:978-1-4799-6026-2 DOI Accesso ONLINE all'editore

D. Porro Munoz; F.J. Silva Mata; A. Revilla; I. Talavera Bustamante; S. Berretti (2014). 3D Face Recognition by Functional Data Analysis. In: 19th Iberoamerican Congress on Pattern Recognition (CIARP'14), Puerto Vallarta, Mexico, November 2-5, 2014, Springer-Verlag, vol. 8827, pp. 818-826, ISBN:9783319125671 DOI Accesso ONLINE all'editore

S. Berretti; N. Werghi; A. Del Bimbo; P. Pala (2014). Selecting Stable Keypoints and Local Descriptors for Person Identification using 3D Face Scans. THE VISUAL COMPUTER, vol. 30, pp. 1275-1292, ISSN:0178-2789 DOI Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala (2014). 3D Face Recognition using Spatial Relations. In: M. De Marsico, M. Nappi, M. TIstarelli. Face Recognition in Adverse Conditions, pp. 98-123, Stati Uniti: IGI Global, ISBN:1466659661. DOI Accesso ONLINE all'editore

S. Berretti; P. Pala; A. Del Bimbo (2014). Face Recognition by Super-resolved 3D Models from Consumer Depth Cameras. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, vol. 9, pp. 1436-1449, ISSN:1556-6013 DOI Accesso ONLINE all'editore

T. Alashkar; B. Ben Amor; M. Daoudi; S. Berretti (2014). A 3D Dynamic Database for Unconstrained Face Recognition. In: 5th International Conference on 3D Body Scanning Technologies (3DBST'14), Lugano, Switzerland, October 21-22, 2014, Hometrica Consulting, pp. 357-364. DOI

M.Devanne; H.Wannous; S.Berretti; P.Pala; M.Daoudi; A.Del Bimbo (2014). Reconnaissance d’actions humaines 3D par l’analyse de forme des trajectoires de mouvement.. In: Colloque COmpression et REprésentation des Signaux Audiovisuels, Reims Image 2014, Reims, France, 26-27 Novembre 2014, CORESA 2014, pp. 1-8.

Alashkar, T.; Ben Amor, B.; Daoudi, M.; Berretti, S. (2014). A Grassmannian Framework for Face Recognition of 3D Dynamic Sequences with Challenging Conditions. In: Sixth Workshop on Non-Rigid Shape Analysis and Deformable Image Alignment (NORDIA'14), Zurich, Switzerland, September 12, 2014, Springer International Publishing, vol. 8928, pp. 326-340, ISBN:978-3-319-16219-5 DOI Accesso ONLINE all'editore

F.J. Silva Mata; D. Porro-Munoz; S. Berretti; V. Mendiola-Lau; I. Talavera; N. Hernàndez; Y. Martìnez-Dìaz; A. Augier (2014). Signal and Image Alignment during the Application of Functional Data Analysis. Practical Examples of Chemometrics and Biometrics. In: The International Conference on Optics, Photonica & Photosciences (CIOFF 2014), Havana, Cuba, October 14-17, 2014, ., pp. 1-15.

Stefano Berretti; Alberto Del Bimbo; Pietro Pala (2014). About 3D Faces. In: Roberto Cipolla, Sebastiano Battiato, Giovanni Maria Farinella. Registration and Recognition in Images and Videos, pp. 187-221, Berlino: Springer-Verlag Berlin Heidelberg, ISBN:9783642449062. DOI Accesso ONLINE all'editore

B. Ben Amor; H. Drira; S. Berretti; M. Daoudi; A. Srivastava (2014). 4-D Facial Expression Recognition by Learning Geometric Deformations. IEEE TRANSACTIONS ON CYBERNETICS, vol. 44, pp. 2443-2457, ISSN:2168-2267 DOI Accesso ONLINE all'editore

Werghi, N.; Berretti, S.; Del Bimbo, A. (2014). Computing Local Binary Patterns on Discrete Manifolds. In: 22nd International Conference on Pattern Recognition (ICPR), Stockholm, 24-28 August 2014, IEEE, pp. 2430-2435, ISBN:978-1-4799-5209-0 DOI Accesso ONLINE all'editore

Lorenzo Seidenari;Vincenzo Varano;Stefano Berretti;Alberto Del Bimbo;Pietro Pala (2013). Recognizing Actions from Depth Cameras as Weakly Aligned Multi-part Bag-of-Poses. In: International Conference on Computer Vision and Pattern Recognition, Portland, Oregon, USA, 23-28 June 2013, IEEE, pp. 479-485, ISBN:978-0-7695-4990-3 DOI Accesso ONLINE all'editore

Mohamed Daoudi; Hassen Drira; Boulbaba Ben Amor; Stefano Berretti (2013). A Dynamic Geometry-based Approach for 4D Facial Expression Recognition. In: 4th European Workshop on Visual Information Processing, Parigi, Francia, 10-12 Giugno, IEEE, pp. 280-284, ISBN:978-82-93269-13-7 Accesso ONLINE all'editore

Hassen Drira; Stefano Berretti; Boulbaba Ben Amor; Mohamed Daoudi; Anuj Srivastava; Alberto del Bimbo; Pietro Pala (2013). 3D Face Surface Analysis and Recognition Based on Facial Curves. In: Mohamed Daoudi, Anuj Srivastava, Remco Veltkamp. 3D Face Modeling, Analysis and Recognition, pp. 77-118, Chichester: John Wiley & Sons Ltd, ISBN:9780470666418. DOI Accesso ONLINE all'editore

Stefano Berretti; Boulbaba Ben Amor; Hassen Drira; Mohamed Daoudi; Anuj Srivastava; Alberto del Bimbo; Pietro Pala (2013). Applications. In: Mohamed Daoudi, Anuj Srivastava, Remco Veltkamp. 3D Face Modeling, Analysis and Recognition, pp. 149-202, Chichester: John Wiley & Sons, ISBN:9780470666418. DOI Accesso ONLINE all'editore

L. Seidenari; V. Varano; S. Berretti; A. Del Bimbo; P. Pala (2013). Weakly Aligned Multi-Part Bag-of-Poses for Action Recognition from Depth Cameras. In: International Workshop on Social Behaviour Analyis (SBA'13), Napoli, Italia, 10 Settembre 2013, Springer-Verlag Berlin Heidelberg, vol. 8158, pp. 446-455, ISBN:978-3-642-41189-2 DOI Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala (2013). Sparse Matching of Salient Facial Curves for Recognition of 3D Faces with Missing Parts. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, vol. 8, pp. 374-389, ISSN:1556-6013 DOI Accesso ONLINE all'editore

Hassen Drira; Boulbaba Ben Amor; Mohamed Daoudi; Stefano Berretti (2013). A Dense Deformation Field for Facial Expression Analysis in Dynamic Sequences of 3D Scans. In: 4th International Workshop on Human Behavior Understanding, Barcellona, 22 ottobre 2013, Springer, vol. LNCS 8212, pp. 148-159, ISBN:978-3-319-02713-5 DOI Accesso ONLINE all'editore

Stefano Berretti; Naoufel Werghi; Alberto del Bimbo; Pietro Pala (2013). Geometric Histograms of 3D Keypoints for Face Identiﬁcation with Missing Parts. In: Eurographics 2013 Workshop on 3D Object Retrieval, Girona, Spain, 11 Maggio 2013, Eurographics, European Association for Computer Graphics, pp. 57-64, ISBN:9783905674446 DOI Accesso ONLINE all'editore

Stefano Berretti; Alberto del Bimbo; Pietro Pala (2013). Automatic facial expression recognition in real-time from dynamic sequences of 3D face scans. THE VISUAL COMPUTER, vol. 29, pp. 1333-1350, ISSN:0178-2789 DOI Accesso ONLINE all'editore

S. Berretti; N. Werghi; A. Del Bimbo; P. Pala (2013). Local Descriptors Matching for 3D Face Recognition. In: IEEE International Conference on Image Processing (ICIP'13), Melbourne, Australia, 15-18 Settembre 2013, IEEE, pp. 3710-3714, ISBN:978-1-4799-2341-0 DOI Accesso ONLINE all'editore

M. Devanne; A. Wannous; S. Berretti; P. Pala; M. Daoudi; A. Del Bimbo (2013). Space-time Pose Representation for 3D Human Action Recognition. In: International Workshop on Social Behaviour Analyis (SBA'13), Napoli, 10 Settembre 2013, Springer-Verlag Berlin Heidelberg, vol. 8158, pp. 456-464, ISBN:978-3-642-41189-2 DOI Accesso ONLINE all'editore

N. Werghi; S. Berretti; A. Del Bimbo; P. Pala (2013). The mesh-LBP: computing Local Binary Patterns on Discrete Manifolds. In: 4th International IEEE Workshop on 3D Representation and Recognition (3dRR-13), Sydney, Australia, 8 Dicembre 2013, IEEE, pp. 562-569, ISBN:978-1-4799-3022-7 DOI Accesso ONLINE all'editore

Stefano Berretti; Naoufel Werghi; Alberto del Bimbo; Pietro Pala (2013). Matching 3D face scans using interest points and local histogram descriptors. COMPUTERS & GRAPHICS, vol. 37, pp. 509-525, ISSN:0097-8493 DOI Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala (2012). Real-time Expression Recognition from Dynamic Sequences of 3D Facial Scans. In: Eurographics Workshop on 3D Object Retrieval (2012), Cagliari, 13 maggio 2012, The Eurographics Association, pp. 85-92, ISBN:978-3-905674-36-1 DOI Accesso ONLINE all'editore

H. Drira; B. Ben Amor; M. Daoudi; A. Srivastava; S. Berretti (2012). 3D Dynamic Expression Recognition based on a Novel Deformation Vector Field and Random Forest. In: 21th International Conference on Pattern Recognition (ICPR'12), Tsukuba, Japan, 11-15 Novembre 2012, IEEE, pp. 1104-1107, ISBN:978-4-9906441-0-9 Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala (2012). Distinguishing Facial Features for Ethnicity based 3D Face Recognition. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, vol. 3, pp. 1-20, ISSN:2157-6904 DOI Accesso ONLINE all'editore

Stefano Berretti; Alberto del Bimbo; Pietro Pala (2012). Superfaces: A Super-resolution Model for 3D Faces. In: 5th Workshop on Non-Rigid Shape Analysis and Deformable Image Alignment, Firenze, 7 ottobre 2012, Springer Berlin Heidelberg, vol. 7583/2012, pp. 73-82, ISBN:978-3-642-33862-5 DOI Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala (2011). Partial Match of 3D Faces using Facial Curves between SIFT Keypoints. In: 4th Eurographics/ACM SIGGRAPH Workshop on 3D Object Retrieval, Llandudno, United Kingdom, 10 Aprile 2011, Eurographics Association, pp. 117-120, ISBN:978-3-905674-31-6 DOI Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala (2011). Facial Curves between Keypoints for Recognition of 3D Faces with Missing Parts. In: IEEE Workshop on Multi Modal Biometrics, Colorado Springs, Colorado, USA, 20 Giugno 2011, IEEE, pp. 49-54, ISBN:978-1-4577-0529-8 DOI Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala (2011). Facial Surface Sections for Recognition of 3D Faces with Missing Parts. In: Traitement at Analyse de l'Information Méthodes et Applications, TAIMA 2011, Session Spéciale Reconnaissance Faciale 3D/4D et Biométrie, Hammamet, Tunisia, Ottobre 2011, Arts-PI, vol. 2, pp. 257-262.

S. Berretti; B. Ben Amor; M. Daoudi; A. Del Bimbo (2011). 3D facial expression recognition using SIFT descriptors of automatically detected keypoints. THE VISUAL COMPUTER, vol. 27, pp. 1021-1036, ISSN:0178-2789 DOI Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala (2011). 3D Partial Face Matching using Local Shape Descriptors. In: International Joint ACM Workshop on Human Gesture and Behavior Understanding, Scottsdale, Arizona, USA, 1 Dicembre 2011, ACM, pp. 65-71, ISBN:978-1-4503-0998-1 DOI Accesso ONLINE all'editore

A. Maalej; B. Ben Amor; M. Daoudi; A. Srivastava; S. Berretti (2011). Shape Analysis of Local Facial Patches for 3D Facial Expression Recognition. PATTERN RECOGNITION, vol. 44, pp. 1581-1589, ISSN:0031-3203 DOI Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala (2010). 3D Face Reconstruction from two Orthogonal Images for Face Recognition Applications. INTERNATIONAL JOURNAL OF DIGITAL LIBRARY SYSTEMS, vol. 1, pp. 41-57, ISSN:1947-9077 DOI Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala; B. Ben Amor; M. Daoudi (2010). A Set of Selected SIFT Features for 3D Facial Expression Recognition. In: 20th International Conference on Pattern Recognition, Istanbul, Turkey, August 23-26, IEEE, vol. ., pp. 4125-4128, ISBN:978-1-4244-7542-1 DOI Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala (2010). Recognition of 3D Faces with Missing Parts based on Profile Networks. In: 1st ACM Workshop on 3D Object Retrieval, Firenze, Italy, October 25, ACM, pp. 81-86, ISBN:978-1-4503-0160-2 DOI Accesso ONLINE all'editore

S. Berretti; B. Ben Amor; M. Daoudi; A. Del Bimbo (2010). Person Independent 3D Facial Expression Recognition by a Selected Ensemble of SIFT Descriptors. In: 3rd Eurographics/ACM SIGGRAPH Symposyum on 3D Object Retrieval, Norrkooping, Svezia, May 2, The Eurographics Association, pp. 47-54, ISBN:978-3-905674-22-4 DOI Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala (2010). 3D face recognition using iso-geodesic stripes. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 12, pp. 2162-2177, ISSN:0162-8828 DOI Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala; F.J. Silva Mata (2010). Face Recognition based on Manifold Learning and SVM Classification of 2D and 3D Geodesic Curves. In: C.-H. Wei, Yue Li. Machine Learning Techniques for Adaptive Multimedia Retrieval: Technologies Applications and Perspectives, pp. 62-81, Hershey, PA, USA: IGI Global, ISBN:9781616928599. DOI Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala (2010). Minimal-Redundancy Maximal-Relevance Selection of Facial Regions for 3D Face Recognition. In: 5th International Symposium on 3D Data Processing, Visualization and Transmission, Parigi, May 18-20, ., pp. 1-8.

A. Maalej; B. Ben Amor; M. Daoudi; A. Srivastava; S. Berretti (2010). Local 3D Shape Analysis for Facial Expression Recognition. In: 20th International Conference on Pattern Recognition, Istanbul, Turkey, August 23-26, IEEE, vol. ., pp. 4129-4132, ISBN:978-1-4244-7541-4 DOI Accesso ONLINE all'editore

D. Garcìa-Pèrez; A. Mosquera; S. Berretti; A. Del Bimbo (2009). Content Based Image Retrieval using Active Nets. In: Z. Ma. Artificial Intelligence for Maximizing Content Based Image Retrieval, pp. 85-114, Hershey, PA, USA: IGI Global, ISBN:978-160566174-2. DOI Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala (2009). 3D Mesh Decomposition using Reeb Graphs. IMAGE AND VISION COMPUTING, vol. 27, pp. 1540-1554, ISSN:0262-8856 DOI Accesso ONLINE all'editore

S. Berretti; M. Daoudi; A. Del Bimbo; T.F. Ansary; P. Pala; J. Tienry; J.P. Vandeborre (2008). 3D Indexing and Retrieval. In: J.L. Dugelay, A. Baskurt, M. Daoudi. 3D Object Processing: Compression, Indexing and Watermarking, pp. 87-138, Chichester, UK: John Wiley & Sons, ISBN:9780470065426. DOI Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala; F.J. Silva Mata (2008). Face Recognition by SVMs Classification of 2D and 3D Radial Geodesics. In: IEEE Int. Conf. on Multimedia & Expo (ICME'08), Hannover, Germany, June 23-26, 2008, IEEE, pp. 93-96, ISBN:978-142442571-6 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; P. PALA (2008). Analysis and Retrieval of 3D Facial Models Using Iso-geodesic Stripes. In: Sixth Int. Conf. on Content-Based Multimedia Indexing (CBMI'08), London, UK, June 18-20, 2008, IEEE, pp. 257-264, ISBN:978-142442044-5 DOI Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala (2008). 3D Face Recognition by Spatial Arrangement of iso-Geodesic Surfaces. In: IEEE 3DTV Conference 2008: The True Vision - Capture, Transmission and Display of 3D Video (3DTV-CON'08), Istanbul, Turkey, May 28-30, 2008, IEEE, pp. 365-368, ISBN:978-142441755-1 DOI Accesso ONLINE all'editore

D. Garcìa-Pèrez; A. Mosquera; S. Berretti; A. Del Bimbo (2008). Evaluation of a M-Tree in a Content-Based Image Retrieval System. In: Workshop on Efficiency Issues in Information Retrieval (EIIR'08), Glasgow, Scozia, 30 marzo, 2008, ., pp. 1-8. Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala (2008). 3D Face Retrieval using Integral Geometric Shape Information. In: ACM Int. Conf. on Image and Video Retrieval (CIVR'08), Niagara Falls, Canada, July 7-9, ACM, pp. 395-396, ISBN:978-1-60558-070-8 DOI Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala; F. Silva Mata (2008). SVMs Classification of 2D and 3D Radial Geodesics for Face Recognition. In: Fourth Italian Research Conference on Digital Library Systems (IRCDL'08), Padova, Italia, 24-25 gennaio, 2008, ., pp. 1-4.

S. Berretti; A. Del Bimbo; P. Pala (2008). SHREC'08 Entry: 3D Face Recognition using Integral Shape Information. In: IEEE International Conference on Shape Modeling and Applications (SMI'08), Stony Brook, New York, USA, June 4-6, IEEE, pp. 255-256, ISBN:978-142442260-9 DOI Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala; F. Silva Mata (2008). Face Recognition by SVMs Classification and Manifold Learning of 2D and 3D Radial Geodesic Distances. In: Eurographics 2008 Workshop on 3D Object Retrieval (EG), Creta, Grecia, 15 Aprile 2008, Eurographics Association, pp. 57-64, ISBN:978-3-905674-05-7 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; P. PALA (2007). 3D Face Recognition by Modeling the Arrangement of Concave and Convex Regions. In: 4th International Workshop on Adaptive Multimedia Retrieval: User, Context, and Feedback (AMR'06), Ginevra, Svizzera, July 27-28, Springer Berlin Heidelberg, vol. LNCS 4398, pp. 108-118, ISBN:978-3-540-71544-3 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; P. PALA; F.J. SILVA MATA (2007). Face Recognition by Matching 2D and 3D Geodesic Distances. In: Int. Workshop on Multimedia Content Analysis and Mining (MCAM'07), Weihai, Cina, June 29-30, 2007, Springer-Verlag Berlin, Heidelberg, vol. 4577, pp. 444-453, ISBN:978-3-540-73416-1 DOI Accesso ONLINE all'editore

Agosti, Maristella; Berretti, Stefano; Brettlecker, Gert; Del Bimbo, Alberto; Ferro, Nicola; Fuhr, Norbert; Keim, Daniel; Klas, Claus-Peter; Lidy, Thomas; Milano, Diego; Norrie, Moira; Ranaldi, Paola; Rauber, Andreas; Schek, Hans-Jörg; Schreck, Tobias; Schuldt, Heiko; Signer, Beat; Springmann, Michael (2007). DelosDLMS - the Integrated DELOS Digital Library Management System. In: First International DELOS Conference, revised selected papers, Pisa, Italy, February, 13-14, 2007, Springer Berlin Heidelberg, vol. 4877, pp. 36-45, ISBN:978-3-540-77087-9 DOI Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala (2007). 3D Face Recognition using iso-Geodesic Surfaces. In: Post-proceedings of the Third Italian Research Conference on Digital Library Systems, Padova, Italy, January 29-30, DELOS, pp. 111-115, ISBN:2-912335-35-3 Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala (2007). Graph Edit Distance for Active Graph Matching in Content Based Retrieval Applications. THE OPEN ARTIFICIAL INTELLIGENCE JOURNAL, vol. 1, pp. 1-11, ISSN:1874-0618 DOI Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala; F.J. Silva Mata (2007). Using 3D Face Model to improve 2D Face Recognition. In: Second DELOS Conference 2007, Working Notes, Tirrenia, Italy, December 5-7, DELOS, pp. 1-11, ISBN:2-912335-36-1

T. Baerecke; M. Detyniecki; S. Berretti; A. Del Bimbo (2007). Genetic Approximate Matching of Attributed Relational Graphs. In: Pascal workshop: learning from and with graphs, Alicante, Spagna, June 14, Springer, pp. 1-6.

F.J. Silva Mata; S. Berretti; A. Del Bimbo; P. Pala (2007). Geodesic Distances for 3D-3D and 2D-3D Face Recognition. In: IEEE Int. Conf. on Multimedia & Expo (ICME'07), Beijing, China, July 2-5, 2007, IEEE, pp. 1515-1518, ISBN:1-4244-1016-9 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; P. PALA; F.J. SILVA MATA (2007). Using Geodesic Distances for 2D-3D and 3D-3D Face Recognition. In: International Conference on Image Analysis and Processing - Workshops, Modena, Italy, September 13-14, IEEE, pp. 95-100, ISBN:0-7695-2921-6 DOI Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala (2007). Description, Matching and Retrieval by Content of 3D Objects. In: First International DELOS Conference, revised selected papers, Pisa, 13-14 Febbraio 2007, Springer-Verlag, vol. LNCS 4877, pp. 288-297, ISBN:978-354077087-9 Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; P. PALA (2006). Automatic Partitioning of 3D Meshes. In: 2nd Italian Research Conference on Digital Libraries Management Systems (IRCDL'06), Padova, January 27, DELOS: a Network of Excellence on Digital Libraries 2006, pp. 1-10, ISBN:2-912335-26-4

G. Antini; S. Berretti; A.Del Bimbo; P.Pala (2006). 3D FACE IDENTIFICATION BASED ON ARRANGEMENT OF SALIENT WRINKLES. In: IEEE International Conference on Multimedia & Expo (ICME'06), TORONTO, CANADA, LUGLIO 9-12, IEEE, pp. 85-88, ISBN:1-4244-0367-7 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; (2006). Modeling Spatial Relationships between 3D Objects. In: 18th International Conference on Pattern Recognition (ICPR'06), Hong-Kong, August 20-24, IEEE, vol. 1, pp. 119-122, ISBN:0-7695-2521-0 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO (2006). Color Spatial Arrangement for Image Retrieval by Visual Similarity. In: RASTISLAV LUKAC; KONSTANTINOS N. PLATANIOTIS. Color Image Processing: Methods and Applications, pp. 227-258, OXFORD: CRC Press - Taylor & Francis Group, ISBN:9780849397745.

D. GARCIA-PEREZ; A. MOSQUERA; S. BERRETTI; A. DEL BIMBO (2006). OBJECT BASED IMAGE RETRIEVAL USING ACTIVE NETS. In: 18th International Conference on Pattern Recognition (ICPR'06), Hong-Kong, Cina, 20-24 agosto, 2006, IEEE, vol. 4, pp. 750-753, ISBN:0-7695-2521-0 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; P. PALA (2006). Description and Retrieval of 3D Face Models using iso-Geodesic Stripes. In: 8th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR'06), Santa Barbara, California, October 26-27, ACM, vol. ., pp. 13-22, ISBN:1-59593-495-2 DOI Accesso ONLINE all'editore

D. GARCIA-PEREZ; S. BERRETTI; A. MOSQUERA; A. DEL BIMBO (2006). Topological Active Nets for Object-based Image Retrieval. In: International Conference on Image Analysis and Recognition (ICIAR'06), Pòvoa de Varzim, Portogallo, September 18-20, Springer Berlin Heidelberg, vol. 4141/2006, pp. 636-647, ISBN:978-3-540-44891-4 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; P. PALA (2006). Partitioning of 3D meshes using Reeb Graphs. In: 18th International Conference on Pattern Recognition (ICPR'06), Hong-Kong, August 20-24, IEEE, vol. 1, pp. 19-22, ISBN:0-7695-2521-0 DOI Accesso ONLINE all'editore

S. Berretti; A. Del Bimbo; P. Pala (2006). Retrieval of 3D Objects by Structural Similarity. In: Workshop on New Advances in Multimedia Security, Biometrics Watermarking and Cultural Aspects, Firenze, Italy, October 23-24, Logos Verlag, pp. 173-188.

G. ANTINI; S. BERRETTI; A. DEL BIMBO; P. PALA (2005). 3D Mesh Partitioning for Retrieval by Parts Applications. In: IEEE International Conference on Multimedia & Expo, Amsterdam, The Netherlands, July 6-8, IEEE, vol. ., pp. 1210-1213, ISBN:0-7803-9331-7 DOI Accesso ONLINE all'editore

G. ANTINI; S. BERRETTI; A. DEL BIMBO; P. PALA (2005). Curvature Correlograms for Content Based Retrieval of 3D Objects. In: IEEE International Conference on Image Analysis and Processing, Cagliari, Italy, September 6-8, Springer Berlin Heidelberg, vol. 3617/2005, pp. 859-866, ISBN:978-3-540-28869-5 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO (2005). Shape Retrieval by Incremental Spatial Partitioning. In: 1st Italian Research Conference on Digital Libraries Management Systems, Padova, Italy, January 28, DELOS: a Network of Excellence on Digital Libraries 2006, pp. 33-41.

G. ANTINI; S. BERRETTI; A. DEL BIMBO; P. PALA (2005). Retrieval of 3D Objects using Curvature Correlograms. In: IEEE Int. Conf. on Multimedia and Expo, Amsterdam, July 6-8, IEEE, pp. 735-738, ISBN:0-7803-9331-7 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; P. PALA (2004). Merging Results for Distributed Content Based Image Retrieval. MULTIMEDIA TOOLS AND APPLICATIONS, vol. 24, pp. 215-232, ISSN:1380-7501 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO (2004). MULTIRESOLUTION SPATIAL PARTITIONING FOR SHAPE REPRESENTATION. In: ICPR04, IEEE INT. CONF. ON PATTERN RECOGNITION, CAMBRIDGE, UK, August, 23-26, IEEE, pp. 775-778, ISBN:0-7695-2128-2 DOI Accesso ONLINE all'editore

S. BERRETTI; G. D'AMICO; A. DEL BIMBO (2004). SHAPE REPRESENTATION BY SPATIAL PARTITIONING FOR CONTENT BASED RETRIEVAL APPLICATIONS. In: ICME04, IEEE INT. CONF. ON MULTIMEDIA & EXPO, TAIPEI, TAIWAN, June 27-30, IEEE, pp. 791-794, ISBN:0-7803-8603-5 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; P. PALA (2004). A Graph Edit Distance based on Node Merging. In: Int. Conf. on Image and Video Retrieval, Dublin, July 21-23, Springer Berlin Heidelberg, vol. 3115, pp. 464-472, ISBN:978-3-540-22539-3 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; E. VICARIO (2003). RETRIEVAL BY VISUAL SIMILARITY FROM ARCHIVES OF GEOGRAPHIC MAPS. In: SPADAGIS03, INT. WORK. ON SPATIAL DATA AND GEOGRAPHIC INFORMATION SYSTEMS, Milano, Italy, March 10, ., pp. 1-4.

S. BERRETTI; J. CALLAN; S. WU; H. NOTTELMANN; X. SHOU (2003). MIND: RESOURCE SELECTION AND DATA FUSION IN MULTIMEDIA DISTRIBUTED DIGITAL LIBRARIES. In: ACM SIGIR 2003, INT. CONF., TORONTO, Canada, July 28 - August 1, ACM, pp. 465-465. Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; E. VICARIO (2003). Weighted Walkthroughs between Extended Entities for Retrieval by Spatial Arrangement. IEEE TRANSACTIONS ON MULTIMEDIA, vol. 5, pp. 52-70, ISSN:1520-9210 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; P. PALA (2003). Merging Results of Distributed Image Libraries. In: IEEE Int. Conf. on Multimedia and Expo, Baltimore, USA, July 6-9, IEEE, pp. 33-36, ISBN:0-7803-7965-9 DOI Accesso ONLINE all'editore

S.BERRETTI; A.DEL BIMBO; P. PALA (2003). A Model Learning Approach for Collection Fusion of Distributed Image Libraries. In: Int. Conf. on Visual Information Systems, Miami, USA, September 24-26, Knowledge Systems Institute, pp. 475-480, ISBN:1-891706-13-6 Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; P. PALA (2003). Collection Fusion for Distributed Image Retrieval. In: ACM SIGIR Workshop on Distributed Information Retrieval, Toronto, Canada, August 1, Springer Berlin Heidelberg, vol. 2924, pp. 70-83, ISBN:3-540-20875-5 Accesso ONLINE all'editore

S.BERRETTI; A.DEL BIMBO; P. PALA (2003). Merging Results for Distributed Content Based Image Retrieval. In: Int. Workshop on Multimedia Information Systems, Ischia, Italy, May 26-28, ., pp. 75-84.

S. BERRETTI; A. DEL BIMBO; E. VICARIO (2002). Spatial Arrangement of Color in Retrieval by Visual Similarity. PATTERN RECOGNITION, vol. 35, pp. 1661-1674, ISSN:0031-3203 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; P. PALA (2002). Using Indexing Structures for Resource Descriptors Extraction from Distributed Image Repositories. In: IEEE Int. Conf. on Multimedia and Expo, Lausanne, Switzerland, August 26-29, IEEE, pp. 197-200, ISBN:0-7803-7304-9 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; P. PALA (2002). Extraction of Resource Descriptors for Distributed Content Based Image Retrieval. In: Int. Conf. on Pattern Recognition, Quèbec City, Canada, August 11-15, IEEE, vol. 16, pp. 995-998, ISBN:0-7695-1695 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; P. PALA (2002). Multimedia Information Retrieval from Distributed Digital Libraries. In: International Workshop on Digital Communication: Advanced Methods for Multimedia Signal Processing, Capri, Italy, September 8-11, ., pp. 1-6.

S. BERRETTI; A. DEL BIMBO; E. VICARIO (2001). Efficient Matching and Indexing of Graph Models in Content Based Retrieval. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 23, pp. 1089-1105, ISSN:0162-8828 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; P. PALA (2001). CONTENT BASED RETRIEVAL OF 3D CELLULAR STRUCTURES. In: IEEE ICME01, INT. CONF. ON MULTIMEDIA AND EXPO, TOKYO, Japan, August 22-25, IEEE, pp. 1096-1099, ISBN:0-7695-1198-8 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; P. PALA (2001). DESCRIPTION AND RETRIEVAL OF 3D CELLULAR STRUCTURES. In: IEEE ICIP01, INT. CONF. ON IMAGE PROCESSING, THESSALONIKI, Greece, October 7-10, IEEE, pp. 662-665, ISBN:0-7803-6725-1 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; E. VICARIO (2001). Modelling Spatial Relationships between Colour Clusters. PATTERN ANALYSIS AND APPLICATIONS, vol. 4, pp. 83-92, ISSN:1433-7541 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; P. PALA (2000). Retrieval by Shape Similarity with Perceptual Distance and Effective Indexing. IEEE TRANSACTIONS ON MULTIMEDIA, vol. 2, pp. 225-239, ISSN:1520-9210 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; P. PALA (2000). Indexed Retrieval by Shape Appearance. IEE PROCEEDINGS. VISION, IMAGE AND SIGNAL PROCESSING, vol. 147, pp. 356-362, ISSN:1350-245X DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; E. VICARIO (2000). MODELING SPATIAL RELATIONSHIPS BETWEEN COLOR SETS. In: IEEE CBAIVL00, INT. WORKSHOP ON CONTENT BASED ACCESS OF IMAGE AND VIDEO LIBRARIES, HILTON-HEAD ISLAND, USA, June 12, IEEE, pp. 73-77, ISBN:978-076950695-1 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; E. VICARIO (2000). A LOOK-AHEAD STRATEGY FOR GRAPH MATCHING IN RETRIEVAL BY SPATIAL ARRANGEMENT. In: IEEE ICME00, INT. CONF. ON MULTIMEDIA & EXPO, NEW YORK, USA, July 30 - August 2, IEEE, vol. 1, pp. 1721-1724, ISBN:0-7803-6536-4 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; E. VICARIO (2000). THE COMPUTATIONAL ASPECT OF RETRIEVAL BY SPATIAL ARRANGEMENT. In: ICPR00, INT. CONF. ON COMPUTER VISION AND PATTERN RECOGNITION, BARCELONA, Spain, September 3-8, IEEE, vol. 1, pp. 1047-1051, ISBN:9780769507507 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; P. PALA (1999). RETRIEVAL BY SHAPE USING MULTIDIMENSIONAL INDEXING STRUCTURES. In: ICIAP99, INT. CONF. ON IMAGE ANALYSIS AND PROCESSING, VENEZIA, Italy, September 27-29, IEEE, pp. 945-950, ISBN:0-7695-0040-4 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; P. PALA (1999). INDEXED RETRIEVAL BY SHAPE APPEARANCE. In: IEE IPA99, INT. CONF. ON IMAGE PROCESSING AND ITS APPLICATIONS, MANCHESTER, UK, July 13-15, IEEE, pp. 301-305, ISBN:0-85296-717-9 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; P. PALA (1999). A Compositional Language for Color Based Image Retrieval. AIIA NOTIZIE, vol. XII, pp. 69-76 Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; E. VICARIO (1999). MANAGING THE COMPLEXITY OF MATCH IN RETRIEVAL BY SPATIAL ARRANGEMENT. In: ICIAP99, INT. CONF. ON IMAGE ANALYSIS AND PROCESSING, VENEZIA, Italy, September 27-29, IEEE, pp. 1178-1183, ISBN:0-7695-0040-4 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; E. VICARIO (1999). WEIGHTING SPATIAL ARRANGEMENT OF COLORS IN CONTENT BASED IMAGE RETRIEVAL. In: IEEE ICMCS99, INT. CONF. ON MULTIMEDIA AND COMPUTING SYSTEMS, FIRENZE, Italy, June 7-11, IEEE, pp. 845-849, ISBN:0-7695-0253-9 DOI Accesso ONLINE all'editore

S. BERRETTI; A. DEL BIMBO; P. PALA (1999). EFFICIENT SHAPE RETRIEVAL BY PARTS. In: CAIP99, INT. CONF. ON COMPUTER ANALYSIS OF IMAGES AND PATTERNS, LUBIANA, Slovenia, September 1-3, Springer Berlin Heidelberg, vol. 1689, pp. 57-64, ISBN:3-540-66366-5 DOI

Berretti, Stefano; DEL BIMBO ALBERTO, ; Pala, Pietro (1998). Sensations and Psychological Effects in Color Image Database. In: NATO Advanced Study Institute, Castelvecchio Pascoli, Lucca, Italy, July 1-12, NATO, pp. 1-4.

S. BERRETTI; A. DEL BIMBO; P. PALA (1997). SENSATIONS AND PSYCOLOGICAL EFFECTS IN COLOR IMAGE DATABASES. In: IEEE ICIP97, INT. CONF. ON IMAGE PROCESSING, S. BARBARA, USA, October 26-29, IEEE, vol. 1, pp. 560-563, ISBN:0-8186-8183-7 DOI Accesso ONLINE all'editore

Stefano BERRETTI

Curriculum

Stefano Berretti received the PhD in Electronic and Telecommunications Engineering in 2001. From 2002 to 2011 he was Assistant Professor at the Center of Excellence for Media Integration and Communication (MICC) and the Department of Information Engineering (DINFO) of the University of Florence (UNIFI), where he is currently Associate Professor and coordinator of the PhD program in Smart Computing. Stefano Berretti has also been Visiting Professor at the University of Lille, France, and the University of Alberta, Edmonton, Canada and Adjunct Faculty member of the Kerala University of Digital Sciences, Innovation and Technology, India. Stefano Berretti’s research interests focus mainly on Computer Vision and Artificial Intelligence techniques applied to static and dynamic 3D data obtained from both modeling and real scans. Some research is at the intersection between 3D Computer Vision and Computer Graphics. These methods have been applied in numerous contexts including facial and emotion recognition from 3D and 4D scans, re-identification, analysis and recognition of actions and behavior from the position of the joints of the 3D body skeleton; 2D to 3D reconstruction of the body and face; recognition and segmentation of shape and based on 3D surface reliefs; generation of 3D animated sequences starting from a neutral model of the face and an expression label, generation of 3D talking heads starting from an audio track; generation of 4D body movements starting from their textual description. On these topics Stefano Berretti has published over 230 scientific articles in scientific journals and international conferences, several of which have a high impact. The bibliometric indices report over 5870 citations with an H-index of 38 (source Google Scholar https://scholar.google.com/citations?user=3GPTAGQAAAAJ&hl=it&oi=ao).

Stefano Berretti has participated in numerous research projects at Regional, National, European and International level, and in technology transfer, for some of them as Principal Investigator. He is currently Principal Investigator for the European project Horizon Europe Innovation Action “AI4Debunk: Participative Assistive AI-powered Tools for Supporting Trustworthy Online Activity of Citizens and Debunking Disinformation” (2024-2027). Stefano Berretti has participated in the organization of numerous scientific events (conferences, symposiums, workshops) at an international level. These include the workshop on “Learning with few or without annotated face, body, and gesture data” (LFA) in conjunction with the IEEE Int. Conf. on Face and Gesture Recognition, FG 2023 and 2024, the “Generation of Human Face and Body Behavior” (GHB) workshop joint event at the IEEE Winter Conf. on Applications in Computer Vision, WACV 2021, and the Int. Conf. on Image Analysis and Processing ICIAP 2023. He was also general chair of the Eurographics Symposium on “3D Object Retrieval” (3DOR) 2022, and of the Conference on “Smart Tools and Applications in Graphics” 2021, and area chair for the ACM Int. Conf. on Multimedia (2020, 2021, 2022, 2023, 2024), the IEEE Int. Conference on Face and Gesture Recognition (FG 2019, 2020), and program chair for the Int. Conf. on Smart Multimedia (ICSM 2022, 2024, and 2025).

Stefano Berretti has carried out an intense editorial activity in the organization of special issues of scientific journals including Computers & Graphics journal, ACM Trans. on Multimedia Computing, Communications, and Applications, IEEE Trans. on Industrial Informatics, IEEE Trans. on Consumer Electronics, IEEE Journal of Biomedical and Health Informatics, and ACM Trans. on Asian and Low-Resource Language Information Processing.

Stefano Berretti serves as Associate Editor for the IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), ACM Trans. of Multimedia Computing, Communications, and Applications (TOMM), and IET Computer Vision journal, and is also Associate Editor in Chief for Digital Communications for the TCSVT journal. In the past years he has also been Information Director of ACM TOMM. He is a Senior Member of IEEE.