Marc Gelgon

According to our database1, Marc Gelgon authored at least 51 papers between 1997 and 2017.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




τ-safety: A privacy model for sequential publication with arbitrary updates.
Computers & Security, 2017

Matérialisation de cubes de données par des partitions d'ensembles de n-uplets.
Ingénierie des Systèmes d'Information, 2015

An Algebraic Approach to Ensemble Clustering.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Une approche algébrique au problème du consensus de partitions.
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

Robust estimation of a global Gaussian mixture by decentralized aggregations of local models.
Web Intelligence and Agent Systems, 2013

A low-cost variational-Bayes technique for merging mixtures of probabilistic principal component analyzers.
Information Fusion, 2013

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

Interactive unsupervised classification and visualization for browsing an image collection.
Pattern Recognition, 2010

Parsimonious reduction of Gaussian mixture models with a variational-Bayes approach.
Pattern Recognition, 2010

Aggregation of Probabilistic PCA Mixtures with a Variational-Bayes Technique Over Parameters.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Parsimonious variational-Bayes mixture aggregation with a Poisson prior.
Proceedings of the 17th European Signal Processing Conference, 2009

Fast aggregation of student mixture models.
Proceedings of the 17th European Signal Processing Conference, 2009

Incremental semi-supervised clustering in a data stream with a flock of agents.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Gossip-Based Computation of a Gaussian Mixture Model for Distributed Multimedia Indexing.
IEEE Trans. Multimedia, 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

Organizing Gaussian mixture models into a tree for scaling up speaker retrieval.
Pattern Recognition Letters, 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

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

User and Usage Profiling in a Multi-Platform Service Environment.
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

Recovery of the trajectories of multiple moving objects in an image sequence with a PMHT approach.
Image Vision 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

Structuring and Querying Documents in an Audio Database Management System.
Multimedia Tools Appl., 2004

Organizing a personal image collection with statistical model-based ICL clustering on spatio-temporal camera phone meta-data.
J. Visual Communication and Image Representation, 2004

Incremental Statistical Geo-Temporal Structuring of a Personal Camera Phone Image Collection.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Human detection and tracking for video surveillance applications in a low-density environment.
Proceedings of the Visual Communications and Image Processing 2003, 2003

A fuzzy linguistic summarization technique for TV recommender systems.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

Vers une base de données radiophonique.
Ingénierie des Systèmes d'Information, 2002

An Object-Oriented Schema for Querying Audio.
Proceedings of the Object-Oriented. Information Systems, 8th International Conference, 2002

Automated Multimedia Diaries of Mobile Device Users Need Summarization.
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

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

A region-level motion-based graph representation and labeling for tracking a spatial image partition.
Pattern Recognition, 2000

Face detection from complex scenes in color images.
Proceedings of the 10th European Signal Processing Conference, 2000

A unified approach to shot change detection and camera motion characterization.
IEEE Trans. Circuits Syst. Video Techn., 1999

A Region Tracking Method with Failure Detection for an Interactive Video Indexing Environment.
Proceedings of the Visual Information and Information Systems, 1999

Moving Object Detection in Color Image Sequences Using Region-Level Graph Labeling.
Proceedings of the 1999 International Conference on Image Processing, 1999

Building and using hypervideos.
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

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

A region-level graph labeling approach to motion-based segmentation.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997