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Marc GELGON

ENSEIGNANT-CHERCHEUR

HDR

: Marc.Gelgonatls2n.fr

Adresse :

Publications référencées sur HAL

Revues internationales avec comité de lecture (ART_INT)

[1] A. Anjum, G. Raschia, M. Gelgon, K. Abid, N. Ahmed, A. Mansoor, S. Sabah, A. M. Masoom. tau-safety: a privacy model for sequential publication with arbitrary updates.. In Computers & Security ; éd. Elsevier, 2017, vol. 66.
https://hal.science/hal-01442759

[2] P. Bruneau, M. Gelgon, F. Picarougne. A low-cost variational-Bayes technique for merging mixtures of probabilistic principal component analyzers. In Information Fusion ; éd. Elsevier, 2013, num. 14.
https://hal.science/hal-00723840

[3] A. El Attar, A. Pigeau, M. Gelgon. Robust estimation of a global Gaussian mixture by decentralized aggregations of local models. In Web Intelligence and Agent Systems ; éd. IOS Press, 2013, vol. 11, num. 3.
https://hal.science/hal-00794452

[4] P. Bruneau, F. Picarougne, M. Gelgon. Interactive unsupervised classication and visualization for browsing an image collection. In Pattern Recognition ; éd. Elsevier, 2010, vol. 43, num. 2.
https://inria.hal.science/inria-00396789

[5] P. Bruneau, M. Gelgon, F. Picarougne. Parsimonious reduction of Gaussian mixture models with a variational-Bayes approach. In Pattern Recognition ; éd. Elsevier, 2010, vol. 43.
https://hal.science/hal-00414325

[6] A. Nikseresht, M. Gelgon. Gossip-based computation of a Gaussian mixture model for distributed multimedia indexing. In IEEE Transactions on Multimedia ; éd. Institute of Electrical and Electronics Engineers, 2008, vol. 10, num. 3.
https://inria.hal.science/inria-00368854

[7] J. Rougui, M. Gelgon, D. Aboutajdine, N. Mouaddib, M. Rziza. Organizing Gaussian mixture models into a tree for scaling up speaker retrieval. In Pattern Recognition Letters ; éd. Elsevier, 2007, vol. 28, num. 11.
https://hal.science/hal-00416675

[8] M. Gelgon, P. Bouthemy, J. Le Cadre. Recovery of the trajectories of multiple moving objects in an image sequence with a PMHT approach. In Image and Vision Computing ; éd. Elsevier, 2005, vol. 23, num. 1.
https://inria.hal.science/inria-00368859

[9] A. Pigeau, M. Gelgon. Organizing a personal image collection with statistical model-based ICL clustering on spatio-temporal camera phone meta-data. In Journal of Visual Communication and Image Representation ; éd. Elsevier, 2003, vol. 15, num. 3.
https://hal.science/hal-00415968

[10] P. Bouthemy, M. Gelgon, F. Ganansia. A unified approach to shot change detection and camera motion characterization. In IEEE Transactions on Circuits and Systems for Video Technology ; éd. Institute of Electrical and Electronics Engineers, 1999, vol. 9, num. 7.
https://hal.science/hal-00450210

Revues nationales avec comité de lecture (ART_NAT)

[11] G. Raschia, M. Gelgon, F. Dumonceaux. Matérialisation de cubes de données par des partitions d’ensembles de n-uplets. In Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information ; éd. Lavoisier, 2015, vol. 20, num. 5.
https://hal.science/hal-01232675

[12] M. Gelgon, P. Bouthemy, J. Le Cadre. Recovering and associating the trajectories of multiple moving objects in an image sequence with a PMHT approach. In Image and Vision Computing ; éd. Elsevier, 2005, vol. 23, num. 1.
https://hal.science/hal-00442737

[13] R. Lutfi, M. Gelgon, J. Martinez. Structuring and querying documents in an audio database management system. In Multimedia Tools and Applications ; éd. Springer Verlag, 2004, vol. 24, num. 2.
https://hal.science/hal-00442740

[14] R. Lutfi, M. Gelgon, J. Martinez. Vers une base de données radiophonique. In Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information ; éd. Lavoisier, 2002, vol. 7, num. 5-6.
https://hal.science/hal-00442741

[15] M. Gelgon, P. Bouthemy. A region-level motion-based graph representation and labeling for tracking a spatial image partition. In Pattern Recognition ; éd. Elsevier, 2000, vol. 33, num. 4.
https://hal.science/hal-00442736

Conférences internationales avec comité de lecture et actes (COMM_INT)

[16] F. Dumonceaux, G. Raschia, M. Gelgon. An algebraic approach to ensemble clustering. In Int. Conf. on Pattern Recognition (ICPR'2014), août 2014, Stockholm, Suède.
https://hal.science/hal-00967283

[17] F. Dumonceaux, G. Raschia, M. Gelgon. A First Attempt to Computing Generic Set Partitions: Delegation to an SQL Query Engine. In DEXA'2014 (Database and Expert System Applications), septembre 2014, Munich, Allemagne.
https://hal.science/hal-00993260

[18] A. Anjum, G. Raschia, M. Gelgon. From K-anonymity to Differential Privacy back to K -anonymity!. In Atelier Protection de la Vie Privée (APVP'2013), juin 2013, Versailles, France.
https://hal.science/hal-00831945

[19] A. El Attar, A. Pigeau, M. Gelgon. A decentralized and robust approach to estimating a probabilistic mixture model for structuring distributed data. In IEEE/ACM Int. conf on Web Intelligence, août 2011, Lyon, France.
https://hal.science/hal-00595300

[20] A. El Attar, A. Pigeau, M. Gelgon. Robust probabilistic mixture modelling of a distributed data set. In Int.Symp. on Intelligent Distributed Computing, octobre 2011, , France.
https://hal.science/hal-00627670

[21] P. Bruneau, M. Gelgon, F. Picarougne. Aggregation of probabilistic PCA mixtures with a variational-Bayes technique over parameters. In IEEE/IAPR Int. Conf. on Pattern Recognition, août 2010, Istambul, Turquie.In IEEE Computer Science society. (éds.), Proc. of Int. Conf. on Pattern Recognition. , 2010.
https://hal.science/hal-00471313

[22] P. Bruneau, F. Picarougne, M. Gelgon. Incremental semi-supervised clustering in a data stream with a flock of agents. In IEEE Congress on Evolutionary Computing (CEC'2009), juin 2009, Trondheim, Norvège.
https://inria.hal.science/inria-00396793

[23] P. Bruneau, M. Gelgon, F. Picarougne. Parsimonious variational-Bayes mixture aggregation with a Poisson prior. In European Signal Processing Conference (Eusipco'2009), août 2009, Glasgow, Royaume-Uni.In EURASIP (éds.), Proc. of European Signal Processing Conference (Eusipco'2009). , 2009.
https://inria.hal.science/inria-00383945

[24] A. El Attar, A. Pigeau, M. Gelgon. Fast aggregation of Student mixture models. In European Signal Processing Conference (Eusipco'2009), août 2009, Glasgow, Royaume-Uni.In EURASIP (éds.), Proc. of European Signal Processing Conference (Eusipco'2009). , 2009.
https://inria.hal.science/inria-00383948

[25] M. Gelgon, A. Nikseresht. Decentralized learning of a Gaussian Mixture with variational Bayes-based aggregation. In 16th Euromicro Int. Conf. on Parallel and Distributed Processing, février 2008, Toulouse, France.
https://inria.hal.science/inria-00396791

[26] P. Bruneau, A. Pigeau, M. Gelgon, F. Picarougne. Geo-temporal structuring of a personal image database with two-level variational-Bayes mixture estimation. In Adaptive Multimedia Retrieval workshop (AMR'08), juin 2008, Berlin, Allemagne.
https://inria.hal.science/inria-00396790

[27] P. Bruneau, M. Gelgon, F. Picarougne. Parameter-based reduction of Gaussian mixture models with a variational-Bayes approach. In International Conference on Pattern Recognition (ICPR'2008), 2008, Tampa, états-Unis.In IAPR (éds.), Proc. of International Conference on Pattern Recognition (ICPR'2008). IEEE, 2008.
https://inria.hal.science/inria-00368883

[28] A. Pigeau, A. Nikseresht, M. Gelgon. Fast tracking of hierarchical partitions with approximate KL-divergence for geo-temporal organization of personal images. In ACM Symposium of applied computing (SAC'2007), 2007, Seoul, Corée du Sud.
https://hal.science/hal-00429402

[29] A. Nikseresht, M. Gelgon. An approach to distributed probabilistic model selection for decentralized content-based indexing.. In IEEE International Conference on Digital Information Management (ICDIM'2007), décembre 2007, Lyon, France.In IEEE Computer Society (éds.), Proc. of IEEE Int. Conf. on Digital Information Management (ICDIM'2007). , 2007.
https://hal.science/hal-00469893

[30] A. Nikseresht, M. Gelgon. Decentralized Distributed Learning of a Multimedia Class for Content-based Indexing. In 14th Euromicro Conference on Parallel, Distributed and Network-based Processing (PDP 2006), 2006, Montbeliard-Sochaux, France, France.
https://hal.science/hal-00448168

[31] J. Rougui, M. Gelgon, M. Rziza, J. Martinez, D. Aboutajdine. Fast incremental clustering of Gaussian mixture speaker models for scaling up retrieval in on-line broadcast. In The IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2006), 2006, Toulouse, France, France.
https://hal.science/hal-00448172

[32] J. Rougui, M. Gelgon, M. Rziza, J. Martinez, D. Aboutajdine. Hierarchical clustering of mixture models for scaling up speaker recognition. In ACM Symposium on applied computing (SAC 2006), 2006, Dijon, France, France.
https://hal.science/hal-00448173

[33] A. Aghasaryan, S. Betge-Brezetz, G. Raschia, M. Gelgon. User and Usage Profiling in a Multi-Platform Service Environment. In Workshop on Adaptivity and User Modeling in Interactive Systems (ABIS'06), octobre 2006, Hildersheim, Allemagne.
https://hal.science/hal-00480693

[34] A. Pigeau, M. Gelgon. Building and Tracking Hierarchical Geographical & Temporal Partitions for Image Collection Management on Mobile Devices. In International Conference of ACM Multimedia (ACM'MM2005), novembre 2005, , Singapour.
https://hal.science/hal-00486129

[35] A. Pigeau, M. Gelgon. Organisation statistique spatio-temporelle d'une collection d'images acquises d'un terminal mobile géolocalisé. In Congrès Reconnaissance des Formes et Intelligence Artificielle (RFIA'2004), janvier 2004, LAAS/Toulouse, France.
https://hal.science/hal-00415997

[36] A. Pigeau, M. Gelgon. Hybrid spatio-temporal structuring and browsing of an image collection acquired from a personal camera phone. In International Symposium on Image and Video communications over Fixed and Mobile Networks, juillet 2004, , France.
https://hal.science/hal-00415979

[37] A. Pigeau, M. Gelgon. Incremental statistical geo-temporal structuring of a personal camera phone image collection. In International Conference on Pattern Recognition, août 2004, , Royaume-Uni.
https://hal.science/hal-00415976

[38] A. Pigeau, G. Raschia, M. Gelgon, N. Mouaddib, R. Saint-Paul. A Fuzzy Linguistic Summarization Technique for TV Recommender Systems. In IEEE International Conference of Fuzzy Systems (FUZZ-IEEE'2003), mai 2003, , états-Unis.
https://hal.science/hal-00415988

[39] A. Pigeau, M. Gelgon. Spatio-temporal organization of one's personal image collection with model-based ICL-clustering. In the 3rd Int. Workshop on Content-Based Multimedia Indexing (CBMI'2003), septembre 2003, , France.
https://hal.science/hal-00415973

[40] J. Martinez, R. Lutfi, M. Gelgon. An Object-Oriented Schema for Querying Audio. In Object-Oriented. Information Systems, 8th International Conference (OOIS'2012), août 2002, Montpellier, France.
https://hal.science/hal-01078555

[41] M. Gelgon, K. Tilhou. Automated Multimedia Diaries of Mobile Device Users Need Summarization. In Mobile HCI'2002, septembre 2002, Pisa, Italie.
https://hal.science/hal-00677296

[42] M. Gelgon, K. Tilhou. Structuring the personal multimedia collection of a mobile device user based on geolocation. In IEEE Int. Conf. on Multimedia and Expo, septembre 2002, Lausanne, Suisse.
https://hal.science/hal-01078556

[43] M. Gelgon. Using face detection for browsing personal slow video in a small terminal and worn camera context. In IEEE Int. Conf. on Image Processing, septembre 2001, Thessaloniki, Grèce.In IEEE (éds.), . , 2001.
https://hal.science/hal-01078557

[44] M. Gelgon, P. Bouthemy, D. Thierry. A Region Tracking Method with Failure Detection for an Interactive Video Indexing Environment. In Visual Information and Information Systems (VISUAL'99), juin 1999, Amsterdam, France.
https://hal.science/hal-01078558

[45] M. Gelgon, P. Bouthemy. Determining a Structured Spatio-Temporal Representation of Video Content for Efficient Visualization and Indexing. In European Conf. on Computer Vision, juin 1998, Freiburg, Allemagne.In Springer (éds.), . , 1998.
https://hal.science/hal-01078561

[46] M. Gelgon, P. Bouthemy. A region-level graph labeling approach to motion-based segmentation. In IEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR'1997), juin 1997, San Jose, Porto Rico.In IEEE (éds.), . , 1997.
https://hal.science/hal-01078559

Conférences nationales avec comité de lecture et actes (COMM_NAT)

[47] H. Le Capitaine, M. Gelgon, G. Raschia. Fair Classification of Personal Data: an Introduction. In Atelier national Protection de la Vie Privée (APVP'2015), juin 2015, Mosnes, France.
https://hal.science/hal-01163040

[48] F. Dumonceaux, G. Raschia, M. Gelgon. Une approche algébrique au problème du consensus de partitions. In Extraction et Gestion de Connaissance (EGC'2014), janvier 2014, Rennes, France.
https://hal.science/hal-00907903

[49] F. Dumonceaux, G. Raschia, M. Gelgon. Materializing Data Cubes as Partitions of Sets of Tuples. In Journées Bases de Données Avancées, octobre 2014, Grenoble, France.
https://hal.science/hal-01024357

[50] A. Maillet, F. Rivard, F. Autrusseau, R. Lehn, M. Gelgon, P. Bruneau. Safim@ge. In WISG'2011 - Workshop Interdisciplinaire sur la Sécurité Globale, 2011, Troyes, France.
https://hal.science/hal-01110278

[51] P. Bruneau, M. Gelgon, F. Picarougne. Fusion bayésienne de mélanges de gaussiennes par une approche variationnelle. In Congrès RFIA (Reconnaissance des Formes et Intelligence Artificielle), 2010, Caen, France.
https://hal.science/hal-00432697

[52] P. Bruneau, F. Picarougne, M. Gelgon. Visualisation dynamique de classification d'images semi-supervisée incrémentale. In joint meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Society of Statistics (SFC-CLADAG'10), juin 2010, St Denis de la Réunion, France.
https://hal.science/hal-00581262

[53] A. Maillet, F. Rivard, F. Autrusseau, R. Lehn, M. Gelgon, P. Bruneau. Safim@ge. In WISG'09 - Workshop Interdisciplinaire sur la Securite Globale, 2009, Troyes, France.
https://hal.science/hal-00616503

[54] A. Maillet, F. Rivard, F. Autrusseau, R. Lehn, M. Gelgon, P. Bruneau. Safim@ge. In NEM summit, Networked & Electronic Media, 2008, Troyes, France.
https://hal.science/hal-00616545

[55] A. Maillet, F. Rivard, R. Lehn, M. Gelgon, F. Autrusseau. Safim@ge : projets de recherche. In WISG'08 - Workshop Interdisciplinaire sur la Securite Globale, janvier 2008, Troyes, France.
https://hal.science/hal-00616546

[56] P. Bruneau, F. Picarougne, M. Gelgon. Incremental clustering in a data stream with a flock of agents. In joint meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Society of Statistics (SFC-CLADAG), juin 2008, Caserta, Italie.
https://inria.hal.science/inria-00396792

[57] M. Gelgon, A. Maillet, P. Bruneau, F. Picarougne, F. Rivard, R. Lehn. The Safim@ge platform. In Network and Electronic Media Forum (NEM'2008), septembre 2008, Saint-Malo, France.
https://inria.hal.science/inria-00396798

[58] A. Nikseresht, M. Gelgon. Agrégation légère de mélanges de lois gaussiennes. In congrès Reconnaissance des Formes et Intelligence Artificielle (RFIA'2006), janvier 2006, Tours, France.
https://hal.science/hal-00471679

[59] A. Pigeau, M. Gelgon. Structuration géo-temporelle incrémentale hiérarchique d'une collection d'images pour sa gestion sur un mobile. In Congrès Reconnaissance des Formes et Intelligence Artificielle (RFIA'2006), janvier 2006, , France.
https://hal.science/hal-00416000

[60] A. Nikseresht, A. Pigeau, M. 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. In journées CORESA'2006 (Compression et Représentation des Signaux Audiovisuels), mars 2006, Caen, France.
https://hal.science/hal-00471673

[61] C. Candillier, P. Couronné, M. Gelgon, N. Mouaddib. MSAT: A Multiscale Spatial Analysis Tool. In The 19th International Conference: Informatics for Environmental Protection (Enviroinfo 2005), 2005, Brno, Czech Republic, République tchèque.
https://hal.science/hal-00448155

[62] A. Nikseresht, M. Gelgon. Low-cost distributed learning of a Gaussian mixture model for multimedia content-based indexing on a P2P network. In ACM SIGMM Workshop on Multimedia Information Retrieval (MIR 2005), 2005, Singapore, Singapour.In Zhang,H. J. and Chua, T.-S. and Steinmetz, R. and Kankanhalli, M. S. and Wilcox, L. (éds.), ACM SIGMM Workshop on Multimedia Information Retrieval (MIR 2005). ACM, 2005.
https://hal.science/hal-00448167

[63] L. Essannouni, M. Rziza, D. Aboutajdine, M. Gelgon, N. Mouaddib. Détection de Visages en utilisant les Machines à Vecteurs de Support. In International Symposium on Image and Video communications over Fixed and Mobile Networks (ISIVC 2004), 2004, ENSTB, Brest, France, France.In ENST-Bretagne (éds.), International Symposium on Image and Video communications over Fixed and Mobile Networks (ISIVC 2004). GLAT, 2004.
https://hal.science/hal-00448158

[64] L. Carminati, J. Benois-Pineau, M. Gelgon. Human detection and tracking for video surveillance applications in a low-density environment. In Congrès Visual communications and image processing Conference, 2003, Lugano, Switzerland, Suisse.In SPIE 0277 -786X (éds.), SPIE Visual Communications and Im age Processing conference. , 2003.
https://hal.science/hal-00448156

[65] S. Benayoun, H. Bernard, P. Bertolino, M. Gelgon, C. Schmid, F. Spindler. Structuration de vidéos pour des interfaces de consultation avancées. In 4èmes Journées d'études et d'échanges "COmpression et REprésentation des Signaux Audiovisuels" (CORESA 98), juin 1998, Lannion, France.
https://inria.hal.science/inria-00548338

[66] P. Gros, R. Mohr, M. Gelgon, P. Bouthemy. Indexation de vidéos par le contenu. In COmpression et REprésentation des signaux Audiovisuels (CORESA '97), mars 1997, Issy-les-Moulineaux, France.
https://inria.hal.science/inria-00548355

Brevets (BRE)

[67] A. Myka, J. Yrjänainen, M. Gelgon. Enhanced storing of personal content. N° brevet : PCT/FI02/00277.
https://hal.science/hal-00448165

Ouvrages - Chapitres d‘ouvrages et directions d‘ouvrages (OUV)

[68] M. Gelgon, R. Hammoud. Building object-based hyperlinks in videos: Theory and Experiments. In Interactive video. 2006
https://hal.science/hal-00416678

Theses et HDR (THESE)

[69] M. Gelgon. Structuration statistique de données multimédia pour la recherche d'information.
https://theses.hal.science/tel-00450297

Autres publications (AUTRES)

[70] F. Dumonceaux, G. Raschia, M. Gelgon. Consensus entre partitions : un point de vue algébrique dans le treillis des partitions. Rapport technique, 2013 ; .
https://hal.science/hal-00915077

[71] F. Dumonceaux, G. Raschia, M. Gelgon. Computing Partitions within SQL Queries: A Dead End?. Rapport technique, 2013 ; .
https://hal.science/hal-00768156

[72] P. Bruneau, M. Gelgon, F. Picarougne. Component-level aggregation of probabilistic PCA mixtures using variational-Bayes.
https://hal.science/hal-00476076v2

[73] P. Bouthemy, M. Gelgon, F. Ganansia. A Unified Approach to Shot Change Detection and Camera Motion Characterization. Rapport technique, 1997 ; INRIA.
https://inria.hal.science/inria-00077215

[74] M. Gelgon, P. Bouthemy. A region-level graph labeling approach to motion-based segmentation. Rapport technique, 1996 ; INRIA.
https://inria.hal.science/inria-00073638