Hervé Le Borgne: Publications

Publications by year

Click here to get the publications by type (to get additional technical reports as well)

2012

Locality-constrained and spatially regularized coding for scene categorization A. Shabou, H. Le Borgne Computer Vision and Pattern Recognition (CVPR 2012), Providence, Rhode Island, USA, 16-21 June 2012.
Multimodal Feature Generation Framework for Semantic Image Classification A. Znaidia, A. Shabou, A. Popescu, H. Le Borgne, C. Hudelot ACM International Conference on Multimedia Retrieval (ICMR 2012), Hong Kong, June 5-8, 2012.
Combining Classifiers using Belief Theory for Large-Scale Multi-Label Image Classification A. Znaidia, H. Le Borgne, C. Hudelot International conference on Belief functions (BELIEF 2012), Compiègne, France, 9-11 May 2012.
Prise en compte de l'imperfection des tags pour la classification sémantique d'images A. Znaidia, H. Le Borgne, C. Hudelot, A. Popescu Reconnaissance des formes et intelligence artificielle (RFIA'12), Lyon, France, 24-27 January 2012.

2011

NonParametric Estimation of Fisher Vectors to aggregate Image Descriptors H. Le Borgne, P. Muñoz-Fuentes Advanced Concepts for Intelligent Vision Systems (ACIVS'11), LNCS 6915, Ghent, Belgium, 22-25 August 2011
CEA LIST's Participation to Visual Concept Detection Task of ImageCLEF 2011 A. Znaidia, H. Le Borgne, A. Popescu. CLEF'11 Labs and Workshop, Notebook Papers, Amsterdam, The Netherlands, 19-22 September 2011.

2010

Fast shared boosting for large-scale concept detection H. Le Borgne, N. Honnorat. Multimedia Tools and Application, Springer, 2010.	On line
Description de scènes naturelles par composantes indépendantes H. Le Borgne Invited talk to ERMITES 2010. Presqu'île de Giens, 28 September 2010.
MM: modular architecture for multimedia information retrieval B. Delezoide, H. Le Borgne, R. Besançon G. De Chalendar, O. Ferret, F. Gara, P. Hède, M. Laib, O. Mesnard, P.-A Moëllic, N. Semmar. Content-Based Multimedia Indexing (CBMI 2010), pp 136-141, Grenoble, France, 23-25 June 2010
Fast shared boosting: application to large-scale visual concept detection H. Le Borgne, N. Honnorat. Content-Based Multimedia Indexing (CBMI 2010), 2010 pp 13-18, Grenoble, France, 23-25 June 2010 This paper received the best paper award of CBMI 2010.
Multimodal Image Retrieval over a Large Database D. Myoupo, A. Popescu, H. Le Borgne, P.-A Moëllic. Lecture Notes in Computer Science, volume 6242, Part II, pp. 177--184. C. Peters et al. (Eds.), Springer, Heidelberg, 2010 Revised selected papers from CLEF 2009.

2009

Visual Reranking for Image Retrieval over the Wikipedia Corpus D. Myoupo, A. Popescu, H. Le Borgne, P.-A. Moëllic. Working notes for the CLEF 2009 Workshop, Corfu, Grece, 29 sept - 2 oct 2009.
IRIM at TRECVID2009: High Level Feature Extraction B. Delezoide, H. Le Borgne, P.-A. Moëllic , D. Gorisse, F. Precioso, F. Wang, B. Merialdo, P. Gosselin, L. Granjon, D. Pellerin, M. Rombaut, H.Bredin, L. Koenig, H. Lachambre, E. El Khoury, B. Mansencal, Y. Zhou, J. Benois-Pineau, H. Jégou, S. Ayache, B. Safadi, G. Quenot, J. Fabrizio, M. Cord, H. Glotin, Z. Zhao, E. Dumont, B. Augereau TRECVID Workshop, NIST, 2009
Conceptuel Image retrieval over a Large Scale Database A. Popescu, H. Le Borgne, P.-A. Moëllic. Lecture Notes in Computer Science, vol. 5706, pp 771-778, Springer, 2009. Revised selected papers from CLEF 2008	editor
Recherche d’information dans les images H. Le Borgne, Invited talk to ERMITES 2009, Presqu'île de Giens, september 22, 2009
Accélérer le boosting avec partage de caractéristiques N. Honnorat, H. Le Borgne, Compression et Représentation des Signaux Audiovisuels (CORESA 2009), pp 203-208, Toulouse, France, 18-20 march 2009

2008

R. Nemoto, I. Vasilescu, M. Adda-Decker, H. Le Borgne, O. Ferret. AMADEO: Apprentissage à partir de grandes masses de données orales. 1st Digiteo Annual Forum, Supélec, Gif sur Yvette, October 2, 2008.

H. Le Borgne, C. Hudelot, N. Paragios. FRIDOM: Fusion pour la Recherche et l'Indexation de DOcuments Multimédia 1st Digiteo Annual Forum, Supélec, Gif sur Yvette, October 2, 2008.

A. Popescu, H. Le Borgne, P.-A. Moëllic Conceptual Image Retrieval over the Wikipedia Corpus Working notes for the CLEF 2008 Workshop, Aarhus, Denmark, 17-19 September 2008.
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Delezoide B., Pitel G., Le Borgne H., Grefenstette G., Moëllic P.-A., Millet C. Object/Background Scene Joint Classification in Photographs Using Linguistic Statistics from the Web. Proc. of OntoImage’2008 (2nd International "Language Resources for Content-Based Image Retrieval" Workshop in conjunction with LREC’2008), Marrakech, Marocco, p 24-30, May 26, 2008.
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2007

H. Le Borgne. Simulation interactive et utilisation de cluster en ingénierie de la connaissance. Hervé Le Borgne conférencier invité aux Journées CUIC, Bordeaux, France, 5-6 juin 2007.

B. Delezoide, H. Le Borgne. SemanticVox: A multilingual video search engine. Proc of ACM International Conference on Image and Video Retrieval (CIVR 2007), Amsterdam, The Netherlands, pp 81-84, July 9-11 2007.
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H. Le Borgne, A. Guérin-Dugué, N.E. O'Connor Learning Mid-level Image Features for Natural Scene and Texture Classification. IEEE transaction on Circuits and Systems for Video Technology, 17(3):286-297, march 2007.
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C. Gomez, H. Le Borgne, P. Allemand, C. Delacourt, P. Ledru N-FindR method versus Independent Component Analysis for lithological identification in hyperspectral imagery. International Journal of Remote Sensing, 28(23):5315-5338, 2007.
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2006

Blighe M., Le Borgne H., O'Connor N., Smeaton A.F. and Jones G. Exploiting Context Information to aid Landmark Detection in SenseCam Images. Proc of the 2nd International Workshop on Exploiting Context Histories in Smart Environments (ECHISE 2006) - Infrastructures and Design, 8th International Conference of Ubiquitous Computing (Ubicomp 2006), Orange County, CA, 17-21 September 2006.

O'Connor N.E., Lee H., Smeaton A.F., Cooke E., Le Borgne H., Gurrin C., Jones G. Fischlar-TRECVID-2004: combined text- and image-based searching of video archives. Proc. of the IEEE symposium on Cicuits and Systems (ISCAS 2006), Kos, Greece, 21-24 May 2006.

Le Borgne H. and O'Connor N.E. Pre-classification for Automatic Image Orientation. Proc. of the 31st International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2006), Toulouse, France, May 15-19, 2006.

Blighe M., Le Borgne H. and O'Connor N.E. Image metadata estimation using independent component analysis and regression. Proc. of the International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2006), Korea, April 19-21, 2006.

2005

O'Connor N., Cooke E., Le Borgne H., Blighe M., Adamek T. The aceToolbox: Lowe-Level AudioVisual Feature Extraction for Retrieval and Classification. Proc. of the 2nd European Workshop on the Integration of Knowledge, Semantic and Digital Media Technologies (EWIMT'05), London, U.K, November 30 - December 1, 2005.

Le Borgne H. and O'Connor N. Natural scene classification and retrieval using Ridgelet-based Image Signatures. Proc. of the Advanced Concepts for Intelligent Vision Systems (ACIVS 2005), pages 116-122, Antwerp, Belgium, 20-23 september 2005.

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Spyrou E., Le Borgne H., Mailis T., Cooke E., Avrithis Y. and O'Connor N. Fusing MPEG-7 visual Descriptors for image classification. Proc. of the International Conference on Artificial Neural Networks, (ICANN 2005), Warsaw, Poland, 11-15 september 2005.

Smeaton A.F, Le Borgne H., O'Connor N, Adamek T, Smyth O and De Burca S. Coherent Segmentation of Video into Syntactic Regions. Proc. of the 9th Irish Machine Vision and Image Processing Conference (IMVIP 2005), Belfast, Northern Ireland, 30-31 August 2005.
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Malobabic J., Le Borgne H., Murphy N., and O'Connor N. Detecting the presence of large buildings in natural images. Proc. of the 4th International Workshop on Content-Based Multimedia Indexing, (CBMI 2005), Riga, Latvia, 21-23 June 2005.
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Le Borgne H, O'Connor N. Ridgelet-based signatures for natural image classification. Proc of the 2ième conférence en Recherche d'Informations et Application (CORIA 2005), Grenoble, France, 9-11 mars 2005.
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2004

Cooke E, Ferguson P, Gaughan G, Gurrin C, Jones G, Le Borgne H, Lee H, Marlow S, Mc Donald K, McHugh M, Murphy N, O'Connor N, O'Hare N, Rothwell S, Smeaton AF and Wilkins P. TRECVID 2004 Experiments in Dublin City University. TRECVID 2004 - Text REtrieval Conference TRECVID Workshop, Gaithersburg, Maryland, 15-16 November 2004.

Stauder J, Sirot J, Le Borgne H., Cooke E and O'Connor N. Relating Visual and Semantic Image Descriptors. Proc. of the European Workshop on the Integration of Knowledge, Semantics and Digital Media Technology (EWIMT'04), London, U.K., 25-26 November 2004.

Le Borgne H., Guyader N., Guérin-Dugué A., Hérault J.Perceptual hierarchy of natural scene categories. Proc. of the 27th European Conference on Visual Perception (ECVP 2004), Perception, vol 33 (supplement), pp. 114c, Budapest, Hungria, 22-26 August 2004.
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Le Borgne H., Guérin-Dugué A., Antoniadis A. Representation of images for classification with independent features. Pattern Recognition Letters (PRL), vol 25, N° 2, pp 141-154, january 2004.
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Le Borgne H. Analyse de scènes naturelles par composantes indépendantes. Thèse de doctorat de l'INPG, Grenoble, France, soutenue le 30 janvier 2004. [PDF]

2003

Le Borgne H., Guyader N., Guérin-Dugué A., Hérault J. Classification of images: ICA filters Vs Human Perception. Proc. of the Seventh International Symposium on Signal Processing and its Applications (IEEE catalog N°03EX714C, ISBN 0-7803-7947-0) (ISSPA 2003), vol 2, pp. 251-254, Paris, France, July 1-4 2003
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Le Borgne H., Guérin-Dugué A., Antoniadis A. Représentation des images naturelles par composantes indépendantes en vue de leur classification sémantique. Hervé Le Borgne conférencier invité à la Journée AS Séparation de sources et ACI (GdR ISIS), "Analyse en Composantes Indépendantes et Application dans le domaine de l'Image" , D. Nuzillard (Ed.), ENST, Paris, 4 décembre 2003.

Le Borgne H., Guérin-Dugué A., Antoniadis A. Analyse d'images naturelles par Analyse en Composantes Indépendantes. Anne Guérin-Dugué conférencière invitée à la Journée AS Séparation de sources et ACI (GdR ISIS) "Analyse en Composantes Indépendantes et séparation de signaux" , D.T. Pham & Ch. Jutten (Ed.), ENST, Paris, 25 septembre 2003.

2002

Guyader N., Chauvin A., Le Borgne H. Catégorisation de scènes naturelles : l'homme Vs la machine. Neurosciences et Sciences de l'ingénieur (NSI'2002), La Londe-les-Maures (Var), 15-18 Septembre 2002
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Guyader N., Le Borgne H., Hérault J., Guérin-Dugué A. Towards the introduction of human perception in a natural scene classification system. Proc. of the IEEE International workshop on Neural Networks for Signal Processing (NNSP'2002), pp 385-394, Martigny Valais, Switzerland, September 4-6, 2002
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2001

Le Borgne H., Guérin-Dugué A. Sparse-Dispersed Coding and Images Discrimination with Independent Component Analysis. Third International Conference on Independent Component Analysis and Signal Separation (ICA'2001), San Diego, California, December 9-13, 2001
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Le Borgne H., Guérin-Dugué A. Propriétés des détecteurs corticaux extraits des scènes naturelles par Analyse en Composantes Indépendantes. Valgo, La revue de l'Association des Connexionnistes (ISSN 1625-9661), 2001 [PDF et PDF_annexes]

french

Le Borgne H., Guérin-Dugué A. Caractérisation d'images par Analyse en Composantes Indépendantes. Congrès francophone de Vision par Ordinateurs (ORASIS 2001), Cahors, 5-8 Juin 2001 [PDF]

Guérin-Dugué A., Le Borgne H. Analyse de scènes par Composantes Indépendantes. Anne Guérin-Dugué conférencière invitée à l'école de printemps " De la séparation de sources à l'Analyse en Composantes Indéndantes", Ch. Jutten & A. Guérin-Dugué (Ed.), Villard-de-Lans (Isère), 2-4 Mai 2001[PDF]

2000

P. Mamassian, H. Le Borgne, A. Guérin-Dugué. Objects appear flatter on a cloudy day. Investigative Ophthalmology and Visual Science, 41, S217, 2000

french

Le Borgne H., Guérin-Dugué A. Analyse d'Images par Composantes Indépendantes : Application à l'Organisation Sémantique de Bases d'images. Neurosciences et Sciences de l'ingénieur (NSI'2000), Dinard (Bretagne), 11-14 Septembre 2000 [PDF et PDF_annexes]

H. Le Borgne. Etude de la représentation corticale des images naturelles: application à l'indexation de bases d'images. Soutenu le 6 septembre 2000 devant Gang Feng (Président), Anne Guérin-Dugué et Alice Caplier. LIS - INPG [PDF]