Marc Gelgon

Publication Activity (10 Years)

Years Active: 1997-2017
Publications (10 Years): 2

Top Topics

Gaussian Mixture

Consensus Clustering

Hyperparameters

Top Venues

Web Intell. Agent Syst.

Ingénierie des Systèmes d Inf.

Publications

Adeel Anjum, Guillaume Raschia, Marc Gelgon, Abid Khan, Saif Ur Rehman Malik, Naveed Ahmad, Mansoor Ahmed, Sabah Suhail, Masoom Alam
τ-safety: A privacy model for sequential publication with arbitrary updates. Comput. Secur. 66 (2017)
Guillaume Raschia, Marc Gelgon, Frédéric Dumonceaux
Matérialisation de cubes de données par des partitions d'ensembles de n-uplets. Ingénierie des Systèmes d Inf. 20 (5) (2015)
Frédéric Dumonceaux, Guillaume Raschia, Marc Gelgon
A First Attempt to Computing Generic Set Partitions: Delegation to an SQL Query Engine. DEXA (2) (2014)
Frédéric Dumonceaux, Guillaume Raschia, Marc Gelgon
An Algebraic Approach to Ensemble Clustering. ICPR (2014)
Frédéric Dumonceaux, Guillaume Raschia, Marc Gelgon
Une approche algébrique au problème du consensus de partitions. EGC (2014)
Pierrick Bruneau, Marc Gelgon, Fabien Picarougne
A low-cost variational-Bayes technique for merging mixtures of probabilistic principal component analyzers. Inf. Fusion 14 (3) (2013)
Ali El Attar, Antoine Pigeau, Marc Gelgon
Robust estimation of a global Gaussian mixture by decentralized aggregations of local models. Web Intell. Agent Syst. 11 (3) (2013)
Ali El Attar, Antoine Pigeau, Marc Gelgon
A Decentralized Technique for Robust Probabilistic Mixture Modelling of a Distributed Data Set. IDC (2011)
Ali El Attar, Antoine Pigeau, Marc Gelgon
A Decentralized and Robust Approach to Estimating a Probabilistic Mixture Model for Structuring Distributed Data. Web Intelligence (2011)
Pierrick Bruneau, Marc Gelgon, Fabien Picarougne
Aggregation of Probabilistic PCA Mixtures with a Variational-Bayes Technique Over Parameters. ICPR (2010)
Pierrick Bruneau, Fabien Picarougne, Marc Gelgon
Interactive unsupervised classification and visualization for browsing an image collection. Pattern Recognit. 43 (2) (2010)
Pierrick Bruneau, Marc Gelgon, Fabien Picarougne
Parsimonious reduction of Gaussian mixture models with a variational-Bayes approach. Pattern Recognit. 43 (3) (2010)
Pierrick Bruneau, Fabien Picarougne, Marc Gelgon
Incremental semi-supervised clustering in a data stream with a flock of agents. IEEE Congress on Evolutionary Computation (2009)
Pierrick Bruneau, Marc Gelgon, Fabien Picarougne
Parsimonious variational-Bayes mixture aggregation with a Poisson prior. EUSIPCO (2009)
Ali El Attar, Antoine Pigeau, Marc Gelgon
Fast aggregation of student mixture models. EUSIPCO (2009)
Pierrick Bruneau, Marc Gelgon, Fabien Picarougne
Parameter-based reduction of Gaussian mixture models with a variational-Bayes approach. ICPR (2008)
Marc Gelgon, Afshin Nikseresht
Decentralized Learning of a Gaussian Mixture with Variational Bayes-based Aggregation. PDP (2008)
Afshin Nikseresht, Marc Gelgon
Gossip-Based Computation of a Gaussian Mixture Model for Distributed Multimedia Indexing. IEEE Trans. Multim. 10 (3) (2008)
Pierrick Bruneau, Antoine Pigeau, Marc Gelgon, Fabien Picarougne
Geo-temporal Structuring of a Personal Image Database with Two-Level Variational-Bayes Mixture Estimation. Adaptive Multimedia Retrieval (2008)
Afshin Nikseresht, Marc Gelgon
An approach to distributed model selection for multimedia content-based indexing in a decentralized context. ICDIM (2007)
Antoine Pigeau, Afshin Nikseresht, Marc Gelgon
Fast tracking of hierarchical partitions with approximate kl-divergence for geo-temporal organization of personal images. SAC (2007)
Jamal E. Rougui, Marc Gelgon, Driss Aboutajdine, Noureddine Mouaddib, Mohammed Rziza
Organizing Gaussian mixture models into a tree for scaling up speaker retrieval. Pattern Recognit. Lett. 28 (11) (2007)
Jamal E. Rougui, Mohammed Rziza, Driss Aboutajdine, Marc Gelgon, José Martinez
Hierarchical organization of a set of Gaussian mixture speaker models for scaling up indexing and retrieval in audio documents. SAC (2006)
Armen Aghasaryan, Stéphane Betgé-Brezetz, Guillaume Raschia, Marc Gelgon
User and Usage Profiling in a Multi-Platform Service Environment. LWA (2006)
Afshin Nikseresht, Marc Gelgon
Fast Decentralized Learning of a Gaussian Mixture Model for Large-Scale Multimedia Retrieval. PDP (2006)
Jamal E. Rougui, Mohammed Rziza, Driss Aboutajdine, Marc Gelgon, José Martinez
Fast Incremental Clustering of Gaussian Mixture Speaker Models for Scaling up Retrieval In On-Line Broadcast. ICASSP (5) (2006)
Marc Gelgon, Patrick Bouthemy, Jean-Pierre Le Cadre
Recovery of the trajectories of multiple moving objects in an image sequence with a PMHT approach. Image Vis. Comput. 23 (1) (2005)
Afshin Nikseresht, Marc Gelgon
Low-cost distributed learning of a Gaussian mixture model for multimedia content-based indexing on a peer-to-peer network. Multimedia Information Retrieval (2005)
Antoine Pigeau, Marc Gelgon
Building and tracking hierarchical geographical & temporal partitions for image collection management on mobile devices. ACM Multimedia (2005)
Antoine Pigeau, Marc Gelgon
Organizing a personal image collection with statistical model-based ICL clustering on spatio-temporal camera phone meta-data. J. Vis. Commun. Image Represent. 15 (3) (2004)
Antoine Pigeau, Marc Gelgon
Incremental Statistical Geo-Temporal Structuring of a Personal Camera Phone Image Collection. ICPR (3) (2004)
Rania Lutfi, Marc Gelgon, José Martinez
Structuring and Querying Documents in an Audio Database Management System. Multim. Tools Appl. 24 (2) (2004)
Lionel Carminati, Jenny Benois-Pineau, Marc Gelgon
Human detection and tracking for video surveillance applications in a low-density environment. VCIP (2003)
Antoine Pigeau, Guillaume Raschia, Marc Gelgon, Noureddine Mouaddib, Régis Saint-Paul
A fuzzy linguistic summarization technique for TV recommender systems. FUZZ-IEEE (2003)
Marc Gelgon, Kevin Tilhou
Automated Multimedia Diaries of Mobile Device Users Need Summarization. Mobile HCI (2002)
Marc Gelgon, Kevin Tilhou
Structuring the personal multimedia collection of a mobile device user based on geolocation. ICME (2) (2002)
Marc Gelgon, Kevin Tilhou
Structuration de la collection multimédia personelle d'un utilisateur de mobile, basée sur la géolocalisation. INFORSID (2002)
Rania Lutfi, Marc Gelgon, José Martinez
Vers une base de données radiophonique. Ingénierie des Systèmes d Inf. 7 (5-6) (2002)
José Martinez, Rania Lutfi, Marc Gelgon
An Object-Oriented Schema for Querying Audio. OOIS (2002)
Marc Gelgon
Using face detection for browsing personal slow video in a small terminal and worn camera context. ICIP (1) (2001)
Rania Lutfi, José Martinez, Marc Gelgon
Modélisation d'un type audio pour SGBD. BDA (2001)
Doina Petrescu, Marc Gelgon
Face detection from complex scenes in color images. EUSIPCO (2000)
Marc Gelgon, Patrick Bouthemy
A region-level motion-based graph representation and labeling for tracking a spatial image partition. Pattern Recognit. 33 (4) (2000)
Marc Gelgon, Patrick Bouthemy, Thierry Dubois
A Region Tracking Method with Failure Detection for an Interactive Video Indexing Environment. VISUAL (1999)
Ronan Fablet, Patrick Bouthemy, Marc Gelgon
Moving Object Detection in Color Image Sequences Using Region-Level Graph Labeling. ICIP (2) (1999)
Patrick Bouthemy, Marc Gelgon, Fabrice Ganansia
A unified approach to shot change detection and camera motion characterization. IEEE Trans. Circuits Syst. Video Technol. 9 (7) (1999)
Marc Gelgon, Patrick Bouthemy
Determining a Structured Spatio-Temporal Representation of Video Content for Efficient Visualization and Indexing. ECCV (1) (1998)
Pascal Bertolino, Roger Mohr, Cordelia Schmid, Patrick Bouthemy, Marc Gelgon, Fabien Spindler, Serge Benayoun, Hélène Bernard
Building and using hypervideos. WACV (1998)
Marc Gelgon, Patrick Bouthemy
A Region-Level Motion-Based Graph Representation and Labelling for Tracking a Spatial Image Partition. EMMCVPR (1997)
Marc Gelgon, Patrick Bouthemy
A region-level graph labeling approach to motion-based segmentation. CVPR (1997)