Marc Gelgon
According to our database1,
Marc Gelgon
authored at least 51 papers
between 1997 and 2017.
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Bibliography
2017
Comput. Secur., 2017
2015
Ingénierie des Systèmes d Inf., 2015
2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014
A First Attempt to Computing Generic Set Partitions: Delegation to an SQL Query Engine.
Proceedings of the Database and Expert Systems Applications, 2014
2013
Robust estimation of a global Gaussian mixture by decentralized aggregations of local models.
Web Intell. Agent Syst., 2013
A low-cost variational-Bayes technique for merging mixtures of probabilistic principal component analyzers.
Inf. Fusion, 2013
2011
A Decentralized and Robust Approach to Estimating a Probabilistic Mixture Model for Structuring Distributed Data.
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011
A Decentralized Technique for Robust Probabilistic Mixture Modelling of a Distributed Data Set.
Proceedings of the Intelligent Distributed Computing V - Proceedings of the 5th International Symposium on Intelligent Distributed Computing - IDC 2011, Delft, The Netherlands, 2011
2010
Interactive unsupervised classification and visualization for browsing an image collection.
Pattern Recognit., 2010
Pattern Recognit., 2010
Aggregation of Probabilistic PCA Mixtures with a Variational-Bayes Technique Over Parameters.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
2009
Proceedings of the 17th European Signal Processing Conference, 2009
Proceedings of the 17th European Signal Processing Conference, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
2008
Gossip-Based Computation of a Gaussian Mixture Model for Distributed Multimedia Indexing.
IEEE Trans. Multim., 2008
Decentralized Learning of a Gaussian Mixture with Variational Bayes-based Aggregation.
Proceedings of the 16th Euromicro International Conference on Parallel, 2008
Parameter-based reduction of Gaussian mixture models with a variational-Bayes approach.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Geo-temporal Structuring of a Personal Image Database with Two-Level Variational-Bayes Mixture Estimation.
Proceedings of the Adaptive Multimedia Retrieval. Identifying, 2008
2007
Pattern Recognit. Lett., 2007
Fast tracking of hierarchical partitions with approximate kl-divergence for geo-temporal organization of personal images.
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007
An approach to distributed model selection for multimedia content-based indexing in a decentralized context.
Proceedings of the Second IEEE International Conference on Digital Information Management (ICDIM), 2007
Structuration statistique de données multimédia pour la recherche d'information. (Statistical structuring of multimedia data for information retrieval).
, 2007
2006
Hierarchical organization of a set of Gaussian mixture speaker models for scaling up indexing and retrieval in audio documents.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006
Fast Decentralized Learning of a Gaussian Mixture Model for Large-Scale Multimedia Retrieval.
Proceedings of the 14th Euromicro International Conference on Parallel, 2006
Proceedings of the LWA 2006: Lernen - Wissensentdeckung - Adaptivität, Hildesheim, Deutschland, October 9th-11th 2006, joint workshop event of several interest groups of the German Society for Informatics (GI) - 14th Workshop on Adaptivity and User Modeling in Interactive Systems (ABIS 2006) - Workshop Information Retrieval 2006 of the Special Interest Group Information Retrieval (FGIR 2006) - Workshop on Knowledge and Experience Management (FGWM 2006), 2006
Fast Incremental Clustering of Gaussian Mixture Speaker Models for Scaling up Retrieval In On-Line Broadcast.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
Recovery of the trajectories of multiple moving objects in an image sequence with a PMHT approach.
Image Vis. Comput., 2005
Building and tracking hierarchical geographical & temporal partitions for image collection management on mobile devices.
Proceedings of the 13th ACM International Conference on Multimedia, 2005
Low-cost distributed learning of a Gaussian mixture model for multimedia content-based indexing on a peer-to-peer network.
Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2005
2004
Multim. Tools Appl., 2004
Organizing a personal image collection with statistical model-based ICL clustering on spatio-temporal camera phone meta-data.
J. Vis. Commun. Image Represent., 2004
Incremental Statistical Geo-Temporal Structuring of a Personal Camera Phone Image Collection.
Proceedings of the 17th International Conference on Pattern Recognition, 2004
2003
Human detection and tracking for video surveillance applications in a low-density environment.
Proceedings of the Visual Communications and Image Processing 2003, 2003
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003
2002
Proceedings of the Object-Oriented. Information Systems, 8th International Conference, 2002
Proceedings of the Mobile Human-Computer Interaction, 4th International Symposium, 2002
Structuration de la collection multimédia personelle d'un utilisateur de mobile, basée sur la géolocalisation.
Proceedings of the Actes du XXème Congrès INFORSID, Nantes, France, 4-7 juin, 2002, 2002
Structuring the personal multimedia collection of a mobile device user based on geolocation.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002
2001
Using face detection for browsing personal slow video in a small terminal and worn camera context.
Proceedings of the 2001 International Conference on Image Processing, 2001
Modélisation d'un type audio pour SGBD.
Proceedings of the 17èmes Journées Bases de Données Avancées, 2001
2000
A region-level motion-based graph representation and labeling for tracking a spatial image partition.
Pattern Recognit., 2000
Proceedings of the 10th European Signal Processing Conference, 2000
1999
IEEE Trans. Circuits Syst. Video Technol., 1999
A Region Tracking Method with Failure Detection for an Interactive Video Indexing Environment.
Proceedings of the Visual Information and Information Systems, 1999
Proceedings of the 1999 International Conference on Image Processing, 1999
1998
Proceedings of the Proceedings Fourth IEEE Workshop on Applications of Computer Vision, 1998
Determining a Structured Spatio-Temporal Representation of Video Content for Efficient Visualization and Indexing.
Proceedings of the Computer Vision, 1998
1997
A Region-Level Motion-Based Graph Representation and Labelling for Tracking a Spatial Image Partition.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 1997
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997