Publications

Adeel Anjum, Guillaume Raschia, Marc Gelgon, Khan Abid, Naveed Ahmed, et al.. tau-safety: a privacy model for sequential publication with arbitrary updates.. Computers and Security, Elsevier, 2017, 66, pp.20-39. ⟨hal-01442759⟩

Guillaume Raschia, Marc Gelgon, Frédéric Dumonceaux. Matérialisation de cubes de données par des partitions d’ensembles de n-uplets. Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, Lavoisier, 2015, Gestion de données multidimensionnelles ou incertaines (Ed. D. Gross-Amblard), 20 (5), pp.77-101. ⟨hal-01232675⟩

Pierrick Bruneau, Marc Gelgon, Fabien Picarougne. A low-cost variational-Bayes technique for merging mixtures of probabilistic principal component analyzers. Information Fusion, Elsevier, 2013, pp.268-280. ⟨10.1016/j.inffus.2012.08.005⟩. ⟨hal-00723840⟩

Ali El Attar, Antoine Pigeau, Marc Gelgon. Robust estimation of a global Gaussian mixture by decentralized aggregations of local models. Web Intelligence and Agent Systems, IOS Press, 2013, 11 (3), pp.245-262. ⟨hal-00794452⟩

Pierrick Bruneau, Marc Gelgon, Fabien Picarougne. Parsimonious reduction of Gaussian mixture models with a variational-Bayes approach. Pattern Recognition, Elsevier, 2010, 43, pp.850-858. ⟨10.1016/j.patcog.2009.08.006,⟩. ⟨hal-00414325⟩

Pierrick Bruneau, Fabien Picarougne, Marc Gelgon. Interactive unsupervised classication and visualization for browsing an image collection. Pattern Recognition, Elsevier, 2010, 43 (2), pp.485-493. ⟨10.1016/j.patcog.2009.03.024⟩. ⟨inria-00396789⟩

Afshin Nikseresht, Marc Gelgon. Gossip-based computation of a Gaussian mixture model for distributed multimedia indexing. IEEE Transactions on Multimedia, Institute of Electrical and Electronics Engineers, 2008, 10 (3), pp.385-392. ⟨inria-00368854⟩

Jamal Rougui, Marc Gelgon, D. Aboutajdine, Noureddine Mouaddib, M. Rziza. Organizing Gaussian mixture models into a tree for scaling up speaker retrieval. Pattern Recognition Letters, Elsevier, 2007, 28 (11), pp.1314-1319. ⟨hal-00416675⟩

Marc Gelgon, Patrick Bouthemy, Jean-Pierre Le Cadre. Recovering and associating the trajectories of multiple moving objects in an image sequence with a PMHT approach. Image and Vision Computing, Elsevier, 2005, 23 (1), pp.19--31. ⟨hal-00442737⟩

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 and Vision Computing, Elsevier, 2005, 23 (1), pp.19-31. ⟨inria-00368859⟩

Rania Lutfi, Marc Gelgon, José Martinez. Structuring and querying documents in an audio database management system. Multimedia Tools and Applications, Springer Verlag, 2004, 24 (2), pp.105--123. ⟨hal-00442740⟩

Antoine Pigeau, Marc Gelgon. Organizing a personal image collection with statistical model-based ICL clustering on spatio-temporal camera phone meta-data. Journal of Visual Communication and Image Representation, Elsevier, 2003, 15 (3), pp.425-445. ⟨hal-00415968⟩

Rania Lutfi, Marc Gelgon, José Martinez. Vers une base de données radiophonique. Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, Lavoisier, 2002, 7 (5-6), pp.119--140. ⟨hal-00442741⟩

Marc Gelgon, Patrick Bouthemy. A region-level motion-based graph representation and labeling for tracking a spatial image partition. Pattern Recognition, Elsevier, 2000, 33 (4), pp.725-740. ⟨hal-00442736⟩

Patrick Bouthemy, Marc Gelgon, Fabrice Ganansia. A unified approach to shot change detection and camera motion characterization. IEEE Transactions on Circuits and Systems for Video Technology, Institute of Electrical and Electronics Engineers, 1999, 9 (7), pp.1030-1044. ⟨hal-00450210⟩

Hoel Le Capitaine, Marc Gelgon, Guillaume Raschia. Fair Classification of Personal Data: an Introduction. Atelier national Protection de la Vie Privée (APVP'2015), Jun 2015, Mosnes, France. ⟨hal-01163040⟩

Frédéric Dumonceaux, Guillaume Raschia, Marc Gelgon. Une approche algébrique au problème du consensus de partitions. Extraction et Gestion de Connaissance (EGC'2014), Jan 2014, Rennes, France. pp.269-274. ⟨hal-00907903⟩

Frédéric Dumonceaux, Guillaume Raschia, Marc Gelgon. A First Attempt to Computing Generic Set Partitions: Delegation to an SQL Query Engine. DEXA'2014 (Database and Expert System Applications), Sep 2014, Munich, Germany. pp.433-440. ⟨hal-00993260⟩

Frédéric Dumonceaux, Guillaume Raschia, Marc Gelgon. An algebraic approach to ensemble clustering. Int. Conf. on Pattern Recognition (ICPR'2014), Aug 2014, Stockholm, Sweden. pp.1301-1306. ⟨hal-00967283⟩

Frédéric Dumonceaux, Guillaume Raschia, Marc Gelgon. Materializing Data Cubes as Partitions of Sets of Tuples. Journées Bases de Données Avancées, Oct 2014, Grenoble, France. pp.xxx-yyy. ⟨hal-01024357⟩

Adeel Anjum, Guillaume Raschia, Marc Gelgon. From K-anonymity to Differential Privacy back to K -anonymity!. Atelier Protection de la Vie Privée (APVP'2013), Jun 2013, Versailles, France. pp.xxx-yyy. ⟨hal-00831945⟩

Ali El Attar, Antoine Pigeau, Marc Gelgon. A decentralized and robust approach to estimating a probabilistic mixture model for structuring distributed data. IEEE/ACM Int. conf on Web Intelligence, Aug 2011, Lyon, France. pp.372-379. ⟨hal-00595300⟩

Ali El Attar, Antoine Pigeau, Marc Gelgon. Robust probabilistic mixture modelling of a distributed data set. Int.Symp. on Intelligent Distributed Computing, Oct 2011, France. pp.xxx-yyy. ⟨hal-00627670⟩

Alain Maillet, Fred Rivard, Florent Autrusseau, Rémi Lehn, Marc Gelgon, et al.. Safim@ge. WISG'2011 - Workshop Interdisciplinaire sur la Sécurité Globale, 2011, Troyes, France. ⟨hal-01110278⟩

Pierrick Bruneau, Fabien Picarougne, Marc Gelgon. Visualisation dynamique de classification d'images semi-supervisée incrémentale. joint meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Society of Statistics (SFC-CLADAG'10), Jun 2010, St Denis de la Réunion, France. pp.13-16. ⟨hal-00581262⟩

Pierrick Bruneau, Marc Gelgon, Fabien Picarougne. Fusion bayésienne de mélanges de gaussiennes par une approche variationnelle. Congrès RFIA (Reconnaissance des Formes et Intelligence Artificielle), 2010, Caen, France. pp.xxx-xxx. ⟨hal-00432697⟩

Pierrick Bruneau, Marc Gelgon, Fabien Picarougne. Aggregation of probabilistic PCA mixtures with a variational-Bayes technique over parameters. IEEE/IAPR Int. Conf. on Pattern Recognition, Aug 2010, Istambul, Turkey. pp.702 - 705. ⟨hal-00471313⟩

Ali El Attar, Antoine Pigeau, Marc Gelgon. Fast aggregation of Student mixture models. European Signal Processing Conference (Eusipco'2009), Aug 2009, Glasgow, United Kingdom. pp.312-216. ⟨inria-00383948⟩

Pierrick Bruneau, Fabien Picarougne, Marc Gelgon. Incremental semi-supervised clustering in a data stream with a flock of agents. IEEE Congress on Evolutionary Computing (CEC'2009), NTNU, Jun 2009, Trondheim, Norway. pp.3067-3074. ⟨inria-00396793⟩

Pierrick Bruneau, Marc Gelgon, Fabien Picarougne. Parsimonious variational-Bayes mixture aggregation with a Poisson prior. European Signal Processing Conference (Eusipco'2009), Aug 2009, Glasgow, United Kingdom. pp.280-284. ⟨inria-00383945⟩

Alain Maillet, Fred Rivard, Florent Autrusseau, Rémi Lehn, Marc Gelgon, et al.. Safim@ge. WISG'09 - Workshop Interdisciplinaire sur la Securite Globale, 2009, Troyes, France. ⟨hal-00616503⟩

Marc Gelgon, Afshin Nikseresht. Decentralized learning of a Gaussian Mixture with variational Bayes-based aggregation. 16th Euromicro Int. Conf. on Parallel and Distributed Processing, Euromicro/LAAS, Feb 2008, Toulouse, France. pp.242-250. ⟨inria-00396791⟩

Pierrick Bruneau, Marc Gelgon, Fabien Picarougne. Parameter-based reduction of Gaussian mixture models with a variational-Bayes approach. International Conference on Pattern Recognition (ICPR'2008), 2008, Tampa, United States. pp.450-453. ⟨inria-00368883⟩

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 workshop (AMR'08), HHI Berlin, Jun 2008, Berlin, Germany. pp.127-139. ⟨inria-00396790⟩

Pierrick Bruneau, Fabien Picarougne, Marc Gelgon. Incremental clustering in a data stream with a flock of agents. joint meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Society of Statistics (SFC-CLADAG), Jun 2008, Caserta, Italy. pp.128-134. ⟨inria-00396792⟩

Marc Gelgon, Alain Maillet, Pierrick Bruneau, Fabien Picarougne, Fred Rivard, et al.. The Safim@ge platform. Network and Electronic Media Forum (NEM'2008), Sep 2008, Saint-Malo, France. pp.24-27. ⟨inria-00396798⟩

Alain Maillet, Fred Rivard, Rémi Lehn, Marc Gelgon, Florent Autrusseau. Safim@ge : projets de recherche. WISG'08 - Workshop Interdisciplinaire sur la Securite Globale, Jan 2008, Troyes, France. ⟨hal-00616546⟩

Alain Maillet, Fred Rivard, Florent Autrusseau, Rémi Lehn, Marc Gelgon, et al.. Safim@ge. NEM summit, Networked & Electronic Media, 2008, Troyes, France. ⟨hal-00616545⟩

Antoine Pigeau, Afshin Nikseresht, Marc Gelgon. Fast tracking of hierarchical partitions with approximate KL-divergence for geo-temporal organization of personal images. ACM Symposium of applied computing (SAC'2007), 2007, Seoul, South Korea. pp.1088-1089. ⟨hal-00429402⟩

Afshin Nikseresht, Marc Gelgon. An approach to distributed probabilistic model selection for decentralized content-based indexing.. IEEE International Conference on Digital Information Management (ICDIM'2007), Dec 2007, Lyon, France. pp.387-392. ⟨hal-00469893⟩

Antoine Pigeau, Marc Gelgon. Structuration géo-temporelle incrémentale hiérarchique d'une collection d'images pour sa gestion sur un mobile. Congrès Reconnaissance des Formes et Intelligence Artificielle (RFIA'2006), Jan 2006, France. pp.122-131. ⟨hal-00416000⟩

Afshin Nikseresht, Marc Gelgon. Decentralized Distributed Learning of a Multimedia Class for Content-based Indexing. 14th Euromicro Conference on Parallel, Distributed and Network-based Processing (PDP 2006), 2006, Montbeliard-Sochaux, France, France. pp.373--379. ⟨hal-00448168⟩

Jamal Rougui, Marc Gelgon, Mohamed Rziza, José Martinez, Driss Aboutajdine. Fast incremental clustering of Gaussian mixture speaker models for scaling up retrieval in on-line broadcast. The IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2006), 2006, Toulouse, France, France. pp.521-524. ⟨hal-00448172⟩

Jamal Rougui, Marc Gelgon, Mohamed Rziza, José Martinez, Driss Aboutajdine. Hierarchical clustering of mixture models for scaling up speaker recognition. ACM Symposium on applied computing (SAC 2006), 2006, Dijon, France, France. pp.1369-1373. ⟨hal-00448173⟩

Afshin Nikseresht, Marc Gelgon. Agrégation légère de mélanges de lois gaussiennes. congrès Reconnaissance des Formes et Intelligence Artificielle (RFIA'2006), Jan 2006, Tours, France. pp.242-251. ⟨hal-00471679⟩

Armen Aghasaryan, Stephane Betge-Brezetz, Guillaume Raschia, Marc Gelgon. User and Usage Profiling in a Multi-Platform Service Environment. Workshop on Adaptivity and User Modeling in Interactive Systems (ABIS'06), Oct 2006, Hildersheim, Germany. pp.14-16. ⟨hal-00480693⟩

Afshin Nikseresht, Antoine Pigeau, Marc Gelgon. Suivi de partitions géo-temporelles à partir d'une divergence de Kullback-Leibler modifiée en vue de la navigation dans une collection d'images personnelles. journées CORESA'2006 (Compression et Représentation des Signaux Audiovisuels), Mar 2006, Caen, France. pp.134-139. ⟨hal-00471673⟩

Antoine Pigeau, Marc Gelgon. Building and Tracking Hierarchical Geographical & Temporal Partitions for Image Collection Management on Mobile Devices. International Conference of ACM Multimedia (ACM'MM2005), Nov 2005, Singapore. pp.141-152. ⟨hal-00486129⟩

Christophe Candillier, Pierre Couronné, Marc Gelgon, Noureddine Mouaddib. MSAT: A Multiscale Spatial Analysis Tool. The 19th International Conference: Informatics for Environmental Protection (Enviroinfo 2005), 2005, Brno, Czech Republic, Czech Republic. pp.302. ⟨hal-00448155⟩

Afshin Nikseresht, Marc Gelgon. Low-cost distributed learning of a Gaussian mixture model for multimedia content-based indexing on a P2P network. ACM SIGMM Workshop on Multimedia Information Retrieval (MIR 2005), 2005, Singapore, Singapore. pp.44--51. ⟨hal-00448167⟩

Antoine Pigeau, Marc Gelgon. Organisation statistique spatio-temporelle d'une collection d'images acquises d'un terminal mobile géolocalisé. Congrès Reconnaissance des Formes et Intelligence Artificielle (RFIA'2004), Jan 2004, LAAS/Toulouse, France. pp.76-84. ⟨hal-00415997⟩

Antoine Pigeau, Marc Gelgon. Incremental statistical geo-temporal structuring of a personal camera phone image collection. International Conference on Pattern Recognition, Aug 2004, United Kingdom. pp.878-881. ⟨hal-00415976⟩

Antoine Pigeau, Marc Gelgon. Hybrid spatio-temporal structuring and browsing of an image collection acquired from a personal camera phone. International Symposium on Image and Video communications over Fixed and Mobile Networks, Jul 2004, France. pp.25-28. ⟨hal-00415979⟩

Leila Essannouni, Mohamed Rziza, Driss Aboutajdine, Marc Gelgon, Noureddine Mouaddib. Détection de Visages en utilisant les Machines à Vecteurs de Support. International Symposium on Image and Video communications over Fixed and Mobile Networks (ISIVC 2004), 2004, ENSTB, Brest, France, France. pp.31--36. ⟨hal-00448158⟩

Antoine Pigeau, Guillaume Raschia, Marc Gelgon, Noureddine Mouaddib, Régis Saint-Paul. A Fuzzy Linguistic Summarization Technique for TV Recommender Systems. IEEE International Conference of Fuzzy Systems (FUZZ-IEEE'2003), May 2003, United States. pp.743-748. ⟨hal-00415988⟩

Antoine Pigeau, Marc Gelgon. Spatio-temporal organization of one's personal image collection with model-based ICL-clustering. the 3rd Int. Workshop on Content-Based Multimedia Indexing (CBMI'2003), Sep 2003, France. pp.111-118. ⟨hal-00415973⟩

Lionel Carminati, Jenny Benois-Pineau, Marc Gelgon. Human detection and tracking for video surveillance applications in a low-density environment. Congrès Visual communications and image processing Conference, 2003, Lugano, Switzerland, Switzerland. pp.51-60. ⟨hal-00448156⟩

Marc Gelgon, Kevin Tilhou. Automated Multimedia Diaries of Mobile Device Users Need Summarization. Mobile HCI'2002, Sep 2002, Pisa, Italy. pp.36-44. ⟨hal-00677296⟩

Marc Gelgon, Kevin Tilhou. Structuring the personal multimedia collection of a mobile device user based on geolocation. IEEE Int. Conf. on Multimedia and Expo, Sep 2002, Lausanne, Switzerland. pp.241-244. ⟨hal-01078556⟩

José Martinez, Rania Lutfi, Marc Gelgon. An Object-Oriented Schema for Querying Audio. Object-Oriented. Information Systems, 8th International Conference (OOIS'2012), Aug 2002, Montpellier, France. pp.76-81. ⟨hal-01078555⟩

Marc Gelgon. Using face detection for browsing personal slow video in a small terminal and worn camera context. IEEE Int. Conf. on Image Processing, Sep 2001, Thessaloniki, Greece. pp.1062-1065. ⟨hal-01078557⟩

Marc Gelgon, Patrick Bouthemy, Dubois Thierry. A Region Tracking Method with Failure Detection for an Interactive Video Indexing Environment. Visual Information and Information Systems (VISUAL'99), Jun 1999, Amsterdam, France. pp.261-268. ⟨hal-01078558⟩

Marc Gelgon, Patrick Bouthemy. Determining a Structured Spatio-Temporal Representation of Video Content for Efficient Visualization and Indexing. European Conf. on Computer Vision, Jun 1998, Freiburg, Germany. pp.595-609. ⟨hal-01078561⟩

Serge Benayoun, Hélène Bernard, Pascal Bertolino, Marc Gelgon, Cordelia Schmid, et al.. Structuration de vidéos pour des interfaces de consultation avancées. 4èmes Journées d'études et d'échanges "COmpression et REprésentation des Signaux Audiovisuels" (CORESA 98), Jun 1998, Lannion, France. pp.207--214. ⟨inria-00548338⟩

Marc Gelgon, Patrick Bouthemy. A region-level graph labeling approach to motion-based segmentation. IEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR'1997), Jun 1997, San Jose, Puerto Rico. pp.514-519. ⟨hal-01078559⟩

Patrick Gros, Roger Mohr, Marc Gelgon, Patrick Bouthemy. Indexation de vidéos par le contenu. COmpression et REprésentation des signaux Audiovisuels (CORESA '97), CNET, Mar 1997, Issy-les-Moulineaux, France. ⟨inria-00548355⟩

Marc Gelgon, Riad Hammoud. Building object-based hyperlinks in videos: Theory and Experiments. Interactive video, Springer-Verlag, pp.45-64, 2006. ⟨hal-00416678⟩

Andreas Myka, Jukka Yrjänainen, Marc Gelgon. Enhanced storing of personal content. European Union, Patent n° : PCT/FI02/00277. 2004, pp.28. ⟨hal-00448165⟩

Pierrick Bruneau, Marc Gelgon, Fabien Picarougne. Component-level aggregation of probabilistic PCA mixtures using variational-Bayes. 2011. ⟨hal-00476076v2⟩

Frédéric Dumonceaux, Guillaume Raschia, Marc Gelgon. Computing Partitions within SQL Queries: A Dead End?. 2013. ⟨hal-00768156⟩

Frédéric Dumonceaux, Guillaume Raschia, Marc Gelgon. Consensus entre partitions : un point de vue algébrique dans le treillis des partitions. 2013. ⟨hal-00915077⟩

Patrick Bouthemy, Marc Gelgon, Fabrice Ganansia. A Unified Approach to Shot Change Detection and Camera Motion Characterization. [Research Report] RR-3304, INRIA. 1997. ⟨inria-00077215⟩

Marc Gelgon, Patrick Bouthemy. A region-level graph labeling approach to motion-based segmentation. [Research Report] RR-3054, INRIA. 1996. ⟨inria-00073638⟩