Hervé Le Borgne: Publications

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Publications by year

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2013
Tag Completion based on Belief Theory and Neighbor Voting
A. Znaidia, H. Le Borgne, C. Hudelot
ACM International Conference on Multimedia Retrieval (ICMR 2013) , Dallas, Texas, USA, April 16-19, 2013
Project page (data)

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french Codage des modèle de tags
A. Znaidia, A. Shabou, H. Le Borgne, C. Hudelot
Revue d'Intelligence Artificielle 27(1): 39-63, 2013

On line
2012
Bag-of-Multimedia-Words for Image Classification
A. Znaidia, A. Shabou, H. Le Borgne, C. Hudelot, N. Paragios
21st International Conference on Pattern Recognition (ICPR 2012), Tsukuba Science City, Japan, Nov. 11-15, 2012

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Locality-constrained and spatially regularized coding for scene categorization
A. Shabou, H. Le Borgne
Computer Vision and Pattern Recognition (CVPR 2012), pp. 3618-3625, Providence, Rhode Island, USA, 16-21 June 2012.

pdf
Detection of Visual Context
H. Le Borgne, A. Shabou,
In J.-Y Dufour Ed., Intelligent Video Surveillance Systems, Chapter 16, pp 276-288, Wiley, nov. 2012.

editor
bib
french Détection du contexte visuel.
H. Le Borgne, A. Shabou,
In J.-Y Dufour Ed., Outils d'analyse vidéo, Chapter 17, Hermes, coll. SEE, oct. 2012.

editor
CEA LIST at Trecvid 2012: Semantic Indexing and Instance Search
N. Ballas, B. Labbé, H. Le Borgne, A. Shabou
Proc. TRECVID Workshop, Gaithersburg, MD, USA, nov 2012

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IRIM at TRECVID 2012: Semantic Indexing and Instance Search
Nicolas Ballas, Benjamin Labbé, Aymen Shabou, Hervé Le Borgne, Philippe Gosselin, Miriam Redi, Bernard Merialdo, Hervé Jégou, Jonathan Delhumeau, Rémi Vieux, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Franck Thollard, Nadia Derbas, Georges Quénot, Hervé Bredin, Matthieu Cord, Boyang Gao, Chao Zhu, Yuxing tang, Emmanuel Dellandrea, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Tiberius Strat, Joseph Razik, Sébastion Paris, Hervé Glotin, Tran Ngoc Trung, Dijana Petrovska Delacrétaz, Gérard Chollet, Andrei Stoian, Michel Crucianu.
Proc. TRECVID Workshop, Gaithersburg, MD, USA, nov 2012

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CEA LIST's participation to the Concept Annotation Task of ImageCLEF 2012
A. Znaidia, A. Shabou, A. Popescu, H. Le Borgne
Conference and Labs of the Evaluation Forum (CLEF 2012), Rome, Italy, 17-20 September 2012

pdf
Fast shared boosting for large-scale concept detection
H. Le Borgne, N. Honnorat.
Multimedia Tools and Application, Springer, vol 60, number 2, pages 389-402, 2012.
Note: Published online in September 2010.

pdf
On line
YOJI: eyes,ears, legs for overseeing
H. Le Borgne, L. Souchet, R. Gélin
Talk at the Nao Tech Day, Paris, 13th June 2012

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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.

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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.

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frenchPrise 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.
pdf
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

pdf
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
frenchDescription de scènes naturelles par composantes indépendantes
H. Le Borgne
Invited talk to ERMITES 2010. Presqu'île de Giens, 28 September 2010.

pdf
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
awardThis paper received the best paper award of CBMI 2010.

pdf

bib
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.
pdf

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.

pdf

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

pdf

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

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editor
french Recherche d’information dans les images
H. Le Borgne,
Invited talk to ERMITES 2009, Presqu'île de Giens, september 22, 2009


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french 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
pdf

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


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




Conceptual Image Retrieval over the Wikipedia Corpus
A. Popescu, H. Le Borgne, P.-A. Moëllic
Working notes for the CLEF 2008 Workshop Aarhus, Denmark, 17-19 September 2008.


pdf

Object/Background Scene Joint Classification in Photographs Using Linguistic Statistics from the Web
Delezoide B., Pitel G., Le Borgne H., Grefenstette G., Moëllic P.-A., Millet C.
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.

pdf
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.
[pdf file | video demo]

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.
[pdf file | html]

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.
[pdf file|link to editor]

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. pdf file

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. pdf file

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. pdf file
link to editor Related CODE

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. pdf file

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.
[pdf file]

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.
[pdf file]

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.
[pdf file|code]

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.
[pdf file]

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.
[pdf file]

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
[ pdf file]

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
frenchGuyader 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
[pdf file| poster: pdf file]

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
[pdf file]
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
[pdf file]

frenchLe 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]

frenchLe 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

frenchLe 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]