Benoit HUET
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Benoit HUET
Eurecom - Multimedia Communications
Assistant-Professor
04 93 00 81 79
04 93 00 82 00
429
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My EURECOM publications
Book
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August 2011
Book
Machine learning techniques for multimedia analysis
Book chapter N°5 in "Multimedia Semantics: Metadata, Analysis and Interaction", Wiley, July 2011, ISBN: 978-0-470-74700-1
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August 2011
Book
Multimedia semantics: metadata, analysis and interaction
Wiley-Blackwell, July 2011, ISBN: 978-0470747001
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August 2011
Book
Feature extraction for multimedia analysis
Book chapter N°4 in "Multimedia Semantics: Metadata, Analysis and Interaction", Wiley, July 2011, ISBN: 978-0-470-74700-1
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June 2006
Book
Automatic video summarization
Book chapter in "Interactive Video, Algorithms and Technologies" by Hammoud, Riad (Ed.), 2006, XVI, 250 p, ISBN: 3-540-33214-6
Journal
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February 2013
Journal
On the automatic online collection of training data for visual event modeling
Multimedia Tools and Applications, February 2013, ISSN: 1380-7501
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July 2012
Journal
Large-scale multimedia data collections
IEEE Multimedia, Volume 19, N°3, July-September 2012
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December 2011
Journal
An ontology-based evidential framework for video indexing using high-level multimodal fusion
"Multimedia Tools Application", Springer, December 2011
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January 2011
Journal
Large-scale multimedia retrieval and mining
"IEEE Multimedia", Vol 18, N°1, January-March 2011
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March 2010
Journal
Selected papers from multimedia modeling conference 2009
"EURASIP Journal on Image and Video Processing", Volume 2010, Article ID 792567
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December 2005
Journal
Structurally enhanced latent semantic analysis for video object retrieval
IEE Proceedings on Vision, Image and Signal Processing, Volume 152, N°6, 9 December 2005
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May 2005
Journal
Partition sampling : an active learning selection strategy for large database annotation
IEE Proceedings on Vision, Image and Signal Processing, Volume 152, N°3, June 2005, Special section on Technologies for interactive multimedia services
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January 2003
Journal
Comparison of multi-episode video summarization algorithms
EURASIP Journal on applied signal processing Special issue on multimedia signal processing - Volume 2003 N°1, January 2003
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September 2002
Journal
Relational object recognition from large structural libraries
Pattern Recognition, Volume 35, N° 9, September 2002.
Conference/Book
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December 2008
Conference/Book
Advances in Multimedia Modeling
Springer : Lecture Notes in Computer Science, Subseries: Information Systems and Applications, incl. Internet/Web, and HCI , Vol. 5371, ISBN: 978-3-540-92891-1
Conference
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April 2013
Conference
Heterogeneous features and model selection for event-based media classification
ICMR 2013, ACM International Conference on Multimedia Retrieval, April 16-20, 2013, Dallas, Texas, USA
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October 2012
Conference
Gathering training sample automatically for social event visual modeling
SAM 2012, ACM International Workshop on Socially Aware Multimedia, In conjunction with ACM Multimedia 2012, 29 October 2012, Nara, Japan
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October 2012
Conference
Enrichment of news show videos with multimodal semi-automatic analysis
NEM-Summit 2012, Networked and Electronic Media, 16-18 October 2012, Istanbul, Turkey
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May 2012
Conference
Social event discovery by topic inference
WIAMIS 2012, 13th International Workshop on Image Analysis for Multimedia Interactive Services, 23-25 May 2012, Dublin City University, Ireland
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November 2011
Conference
Using social media to identify events
WSM 2011, 3rd ACM Multimedia Workshop on Social Media, November 18-December 1st, 2011, Scottsdale, Arizona, USA
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September 2011
Conference
Social event detection at MediaEval 2011: Challenges, dataset and evaluation
MEDIAEVAL 2011, MediaEval Benchmarking Initiative for Multimedia Evaluation, September 1-2, 2011, Pisa, Italy
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September 2011
Conference
EURECOM @ MediaEval 2011 social event detection task
MEDIAEVAL 2011, MediaEval Benchmarking Initiative for Multimedia Evaluation, September 1-2, 2011, Pisa, Italy
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April 2011
Conference
Finding media illustrating events
ICMR 2011, 1st ACM International Conference on Multimedia Retrieval, April 17-20, 2011, Trento, Italy
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November 2010
Conference
Bimodal emotion recognition
ICSR 2010, International Conference on Social Robotics, November 23-24, 2010, Singapore / Also published as LNCS Volume 6414/2010
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October 2010
Conference
Concept detector refinement using social videos
VLS-MCMR 2010, International Workshop on Very-Large-Scale Multimedia Corpus, Mining and Retrieval, 29 October 2010, Florence, Italy
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October 2010
Conference
ACM international workshop on very-large-scale multimedia corpus, mining and retrieval
ACMMM 2010, ACM Multimedia 2010, October 25-29, 2010, Firenze, Italy
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September 2010
Conference
Automatic concept detector refinement for large-scale video semantic annotation
ICSC 2010, IEEE 4th International Conference on Semantic Computing, September 22-24, 2010, Pittsburgh, USA
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July 2010
Conference
Towards multimodal emotion recognition : A new approach
CIVR 2010, ACM International Conference on Image and Video Retrieval, July 5-7, 2010, Xi'an, China
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June 2010
Conference
Features for multimodal emotion recognition : An extensive study
CIS 2010, IEEE International Conference on Cybernetics and Intelligent Systems, June 28-30, 2010, Singapore
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October 2009
Conference
Toward environment-to-environment (E2E) affective sensitive communication systems
MTDL’09, Proceedings of the 1st ACM International Workshop on Multimedia Technologies for Distance Learning at ACM Multimedia, October 23rd, 2009, Beijing, China
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October 2009
Conference
ACM SIGMM the first workshop on web-scale multimedia corpus
MM'09 : Proceedings of the seventeen ACM international conference on Multimedia, October 19-24, 2009, Beijing, China
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October 2009
Conference
Face dynamics for biometric people recognition
MMSP'09, IEEE International Workshop on Multimedia Signal Processing, October 5-7, 2009, Rio de Janeiro, Brazil
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June 2009
Conference
Hierarchical ontology-based robust video shots indexing using global MPEG-7 visual descriptors
CBMI 2009, 7th International Workshop on Content-Based Multimedia Indexing, June 3-5, 2009, Chania, Crete Island, Greece
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May 2009
Conference
Ontological reranking approach for hybrid concept similarity-based video shots indexing
WIAMIS 2009, 10th International Workshop on Image Analysis for Multimedia Interactive Services, May 6-8, 2009, London, UK
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January 2009
Conference
Integrating image segmentation and classification for fuzzy knowledge-based multimedia indexing
MMM 2009, 15th International MultiMedia Modeling Conference, January 7-9, 2009, Sophia Antipolis, France
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January 2009
Conference
Evidence theory based multimodal emotion recognition
MMM 2009, 15th International MultiMedia Modeling Conference, January 7-9, 2009, Sophia Antipolis, France
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November 2008
Conference
K-Space at TRECVid 2008
TRECVid'08, 12th International Workshop on Video Retrieval Evaluation, November 17-18, 2008, Gaithersburg, USA
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October 2008
Conference
Perplexity-based evidential neural network classifier fusion using MPEG-7 low-level visual features
MIR 2008, ACM International Conference on Multimedia Information Retrieval 2008, October 27-November 01, 2008, Vancouver, BC, Canada
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October 2008
Conference
Towards fully automatic image segmentation evaluation
ACIVS 2008, Advanced Concepts for Intelligent Vision Systems, October 20-24, 2008, Juan-les-Pins, France / Also published as LNCS, Volume 5259/2008, ISBN: 978-3-540-88457-6
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October 2008
Conference
A multimodal approach to music transcription
ICIP 2008, 1st Workshop on Multimedia Information Retrieval: New Trends and Challenges, October 12-15, 2008, San Diego, USA
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October 2008
Conference
Spatiotemporal modeling and matching of video shots
ICIP 2008, 1st Workshop on Multimedia Information Retrieval: New Trends and Challenges, October 12-15, 2008, San Diego, USA
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October 2008
Conference
Spatiotemporal semantic video segmentation
MMSP 2008, 10th IEEE International Workshop on MultiMedia Signal Processing, October 8-10, 2008, Cairns, Queensland, Australia
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September 2008
Conference
Aggregation and personalization of infotainment, an architecture illustrated with a collaborative scenario
8th International Conference on Knowledge Management and Knowledge Technologies, September 4th, 2008, Graz, Austria
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July 2008
Conference
Audio-visual guitar transcription
Jamboree 2008, Workshop By and For KSpace PhD Students, July, 25 2008, Paris, France
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June 2008
Conference
Low-level feature fusion models for soccer scene classification
ICME 2008, IEEE International Conference on Multimedia & Expo, June 23-26, 2008, Hannover, Germany
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June 2008
Conference
Toward emotion indexing of multimedia excerpts
CBMI 2008, 6th International Workshop on Content Based Multimedia Indexing, June, 18-20th 2008, London, UK
Best student paper award
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December 2007
Conference
SAMMI, Semantic affect-enhanced multimedia indexing
SAMT 2007, 2nd International Conference on Semantic and Digital Media Technologies, 5-7 December 2007, Genoa, Italy | Also published as Lecture Notes in Computer Science Volume 4816
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November 2007
Conference
Eurecom at TRECVid 2007: Extraction of high level features
TRECVid'07, 11th International Workshop on Video Retrieval Evaluation, November 2007, Gaithersburg, USA
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October 2007
Conference
K-Space at TRECVid 2007
TRECVid'07, 11th International Workshop on Video Retrieval Evaluation, November 2007, Gaithersburg, USA
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September 2007
Conference
ALICIA, an architecture for intelligent affective agents
IVA 2007, 7th International Conference on Intelligent Virtual Agents, 17th-19th September 2007 Paris, France | Also published in LNCS Volume 4722/2007
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September 2007
Conference
Using emotions to tag media
Jamboree 2007: Workshop By and For KSpace PhD Students, September, 15th 2007, Berlin, Germany
Best Poster Award (2nd price)
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July 2007
Conference
Video shots key-frames indexing and retrieval through pattern analysis and fusion techniques
ICIF 2007, 10th International Conference on Information Fusion, July 9-12, 2007, Quebec, Canada
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July 2007
Conference
Analysis of vector space model and spatiotemporal segmentation for video indexing and retrieval
CIVR 2007, ACM International Conférence on Image and Video Retrieved, July 9-11 2007, Amsterdam, The Netherlands
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June 2007
Conference
Multi-level fusion for semantic indexing video content
AMR 2007, International Workshop on Adaptive Multimedia Retrieval, June 5-6 2007, Paris, France | Also published as LNCS Volume 4918
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January 2007
Conference
Neural network combining classifier based on Dempster-Shafer theory for semantic indexing in video content
MMM 2007, International MultiMedia Modeling Conference, January 9-12, 2007, Singapore, Singapore / Also published as LNCS Volume 4352/2006
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January 2007
Conference
Performance analysis of multiple classifier fusion for semantic video content indexing and retrieval
MMM 2007, International MultiMedia Modeling Conference, January 9-12 2007, Singapore / Also published as LNCS Volume 4351/2006
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November 2006
Conference
Eurecom in TrecVid 2006: high level features extractions and rushes study
TrecVid 2006, 10th International Workshop on Video Retrieval Evaluation, November 2006, Gaithersburg, USA
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November 2006
Conference
K-Space at TRECVid 2006
TrecVid 2006, 10th International Workshop on Video Retrieval Evaluation, November 2006, Gaithersburg, USA
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October 2006
Conference
Integrity verification system for video content by using digital watermarking
ICSSSM 2006, IEEE International Conference on Service Systems and Service Management, 25-27 October 2006, Troyes, France
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September 2006
Conference
Graph-based spatio-temporal region extraction
ICIAR 2006, 3rd International Conference on Image Analysis and Recognition, September 18-20, 2006, Póvoa de Varzim, Portugal / Also published in LNCS, Volume 4141/2006
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September 2006
Conference
Classifier fusion : combination methods for semantic indexing in video content
ICANN 2006, International Conference on Artificial Neural Networks, 10-14 September 2006, Athens, Greece / Also published as LNCS, Volume 4132/2006
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July 2006
Conference
A new approach to probabilistic image modeling with multidimensional hidden Markov models
AMR 2006, 4th International Workshop on Adaptive Multimedia Retrieval, 27-28 July 2006, Geneva, Switzerland | Also published as LNCS Volume 4398/2007
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July 2006
Conference
Continuous behaviour knowledge space for semantic indexing of video content
Fusion 2006, 9th International Conference on Information Fusion, 10-13 July 2006, Florence Italy
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May 2006
Conference
Multi-dimensional dependency-tree hidden Markov models
ICASSP 2006, 31st IEEE International Conference on Acoustics, Speech, and Signal Processing, May 14-19, 2006, Toulouse, France
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January 2006
Conference
Semantic feature extraction with multidimensional hidden Markov model
SPIE Conference on Multimedia Content Analysis, Management and Retrieval 2006, January 17-19, 2006 - San Jose, USA - SPIE proceedings Volume 6073 Volume 6073
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November 2005
Conference
Hierarchical genetic fusion of possibilities
EWIMT 2005, 2nd European Workshop on the Integration of Knowledge, Semantics and Digital Media Technology, November 30-December 1st, 2005, London, UK
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November 2005
Conference
Eurecom at TRECVid 2005: extraction of high-level features
TRECVid 2005, TREC Video Retrieval Evaluation, November 14, 2005, USA
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November 2005
Conference
Méthode de segmentation par graphe pour le suivi de régions spatio-temporelles
CORESA 2005, 10èmes journées Compression et représentation des signaux audiovisuels, 7-8 Novembre 2005, Rennes, France
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July 2005
Conference
Hyperlinked video with moving objects in digital television
ICME 2005, IEEE International Conference on Multimedia & Expo, July 6-8, 2005, Amsterdam, The Netherlands
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July 2005
Conference
Personalization of hyperlinked video in interactive television
ICME 2005, IEEE International Conference on Multimedia & Expo, July 6-8, 2005, Amsterdam, The Netherlands
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June 2005
Conference
Region-based video content indexing and retrieval
CBMI 2005, 4th International Workshop on Content-Based Multimedia Indexing, June 21-23, 2005, Riga, Latvia
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April 2005
Conference
Multi-modal classifier fusion for video shot content retrieval
WIAMIS 2005, 6th International Workshop on Image Analysis for Multimedia Interactive Services, April 13-15, 2005, Montreux, Switzerland
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November 2004
Conference
Eurecom at video-TREC 2004: feature extraction task
TREC 2004, 13th Text Retrieval Conference, NIST, 15-16 November 2004, Gaithersburg, USA
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October 2004
Conference
Enhancing latent semantic analysis video object retrieval with structural information
ICIP 2004, IEEE International Conference on Image Processing, October 24-27, 2004 Singapore
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October 2004
Conference
Latent semantic analysis for an effective region-based video shot retrieval system
MIR 2004, 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, October 15-16, 2004, New York, USA
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August 2004
Conference
Personalization of interactive objects in the GMF4iTV project
TV 2004, 4th Workshop on Personalization in Future TV held in conjunction with Adaptive Hypermedia 2004, August 23, 2004, Eindhoven, The Netherlands
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July 2004
Conference
Using structure for video object retrieval
CIVR 2004, International Conference on Image and Video Retrieval, July 21-23, 2004, Dublin City University, Ireland / Also published in LNCS Volume 3115/2004
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July 2004
Conference
Improved video content indexing by multiple latent semantic analysis
CIVR 2004, International Conference on Image and Video Retrieval, July 21-23, 2004, Dublin City University, Ireland / Also published in LNCS, Volume 3115/2004
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June 2004
Conference
Latent semantic indexing for semantic content detection of video shots
ICME 2004, IEEE International Conference on Multimedia and Expo, June 27-30, 2004, Taipei, Taiwan
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April 2004
Conference
Partition sampling for active video database annotation
WIAMIS 2004, 5th International Workshop on Image Analysis for Multimedia Interactive Services, April 21-23, 2004, Instituto Superior Técnico, Lisboa, Portugal
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November 2003
Conference
Latent semantic indexing for video content modeling and analysis
TREC 2003, 12th Text Retrieval Conference, Video Track, November 18-21, 2003, Gaithersburg, USA
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September 2003
Conference
Video content modeling with latent semantic analysis
CBMI'03, 3rd International Workshop on Content-Based Multimedia Indexing, September 22 - 24, 2003, Rennes, France
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January 2003
Conference
Classification sémantique des macro-blocs mpeg dans le domaine compressé
CORESA 2003, 8èmes journées d'études et d'échanges COmpression et REprésentation des Signaux Audiovisuels, 16-17 Janvier 2003, Lyon, France
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December 2002
Conference
Generating TV summaries for CE devices
MM'02, 10th International ACM Conference on Multimedia, December 1-6, 2002, Juan-les-Pins, France
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November 2002
Conference
Semantic feature extraction using Mpeg macro-block classification
TREC 2002, Text Retrieval Conference, November 19-22, 2002 Gaithersburg, USA
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September 2002
Conference
Automatic video summarization
International Thyrrenian Workshop on Digital Communications, Advanced Methods for Multimedia Signal Processing September 8th - 11th, 2002, Palazzo dei Congressi, Capri, Italy
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September 2002
Conference
Image similarity for automatic video summarization
EUSIPCO 2002, 11th European Signal Processing Conference September 3-6, 2002 Toulouse, France
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July 2002
Conference
User evaluation of multi-episode video summaries
Indexation de documents et Recherche d'informations, GDR I3 et ISIS, July 9 2002, Grenoble, France
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June 2002
Conference
Evaluation automatique de résumés multi-vidéos
Analyse et Indexation Multimédia, June 20, 2002, Bordeaux, France
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November 2001
Conference
Construction automatique de résumés multi-vidéos
CORESA 2001, 7èmes journées d'études et d'échanges Compression et Représentation des Signaux Audiovisuels, 12-13 Novembre 2001, Dijon, France
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October 2001
Conference
Relational skeletons for retrieval in patent drawings
ICIP 2001, IEEE International Conference Image Processing, October 7-10 2001, Thessaloniki, Greece
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October 2001
Conference
Comparison of multi-episode video summarization algorithms
MMSP 2001, 4th IEEE Workshop on Multimedia Signal Processing, October 3-5, 2001, Cannes, France
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September 2001
Conference
Automatic video summarization
MMCBIR 2001, Multimedia Content-based Indexing and Retrieval, September 24 25, 2001, Rocquencourt, France
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September 2001
Conference
Optimal video summaries for simulated evaluation
CBMI 2001, European Workshop on Content-Based Multimedia Indexing, September 19-21, 2001 Brescia, Italy
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August 2001
Conference
Generating summaries of multi-episodes video
ICME 2001, International Conference on Multimedia & Expo , August 22-25, 2001 Tokyo, Japan
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June 2001
Conference
Automatic construction of multi-video summaries
ISKO 2001, 3ème congrès du Chapitre français de l'ISKO (International Society for Knowledge Organization), Filtrage et résumé automatique de l'information sur les réseaux, July 5-6 2001, Nanterre, France
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May 2001
Conference
Multi-episodes video summaries
International Conference on Media Futures 2001, 8-9 May 2001, Florence, Italy
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October 2000
Conference
Résumés automatiques de séquences vidéo
CORESA 2000, COmpression et REpresentation des Signaux Audiovisuels, 19-20 Octobre 2000, Poitiers, France
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June 2000
Conference
Approximate Viterbi decoding for 2D-hidden Markov models
ICASSP 2000 , 25th IEEE International conference on acoustic, speech and signal, June 5-9, 2000 - Istanbul, Turkey
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May 2000
Conference
Multimedia information recommendation and filtering on the Web
Networking 2000, Broadband Communications, High Performance Networking, and Performance of Communication Networks, May 14-19, 2000, Paris, France
HDR
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October 2012
HDR
Multimedia content understanding: Bringing context to content
Habilitation à diriger des recherches (French qualification for conducting Phd theses)
Patent
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September 2009
Patent
A method of adapting video images to small screen sizes
European Patent N° WO2009115101 (A1)
Poster
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April 2013
Poster
EventEnricher: a novel way to collect media illustrating events
ICMR 2013, ACM International Conference on Multimedia Retrieval, April 16-20, 2013, Dallas, Texas, USA
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About me
Distinctions
- He and his co-author (M. Paleari) received the Best Student Paper Award for their work on "Toward emotion indexing of multimedia excerpts" published at the International Workshop on Content Based Multimedia Indexing, 2008.



