Olivier Buisson is a senior researcher in the INA's Research Department. For over 20 years, he has been conducting research in artificial intelligence to explore and annotate very large corpora of images and videos. His specific research themes are as follows: Interactive machine learning, object or content search, discovery and exploration, large-scale similarity search (high-dimensional indexing structures, hashing methods). He has supervised 9 PhD students. He holds a PhD from the University of La Rochelle.
EMail : obuisson (at) ina.fr
Phone : +33 (0)1 49 83 22 64
Publications list
2022
How does the degree of novelty impacts semi-supervised representation learning for novel class retrieval?
Q. Leroy, O. Buisson and A. Joly
CoRR (abs/2208.08217), 2022 (doi)
2021
Watching Historical Films Through AI: Reflections on Image Retrieval from Heritage Collections
B. Tadeo Fuica, O. Buisson and C. Mussou
Cinergie – Il cinema e le altre arti, December 2021 (link)
INA: Analyse des médias à l’Institut National de l’Audiovisuel
B. Jamet-Fournier, A. Beloued, O. Buisson, J-H. Chenot, D. Doukhan, M. Hengel, N. Hervé, L. Laborelli, S. Lalande, Q. Leroy, P. Letessier, J-E. Noiré, Z. Pehlivan, T. Petit, A. Saulnier, P. Tomi, R. Uro and L. Vinet
Panorama Français de la Recherche en Technologies du Langage Humain - Dossier n°2, p. 52-54, AFIA : Association Française pour l’Intelligence Artificielle, October 2021
2020
Snoop, un moteur de recherche visuelle interactif
A. Joly, J-C. Lombardo, J-P. Moreux, Q. Leroy and O. Buisson
Culture et Recherche (141), 2020 (link)
2016
Spatially Localized Visual Dictionary Learning
V. Leveau, A. Joly, O. Buisson and P. Valduriez
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, ICMR 2016, New York, New York, USA, June 6-9, 2016, p. 367–370, ACM, 2016 (doi)
2015
Shared Nearest Neighbors Match Kernel for Bird Songs Identification - LifeCLEF 2015 Challenge
A. Joly, V. Leveau, J. Champ and O. Buisson
Working Notes of CLEF 2015 - Conference and Labs of the Evaluation forum, Toulouse, France, September 8-11, 2015 (1391), CEUR-WS.org, 2015 (link)
Kernelizing Spatially Consistent Visual Matches for Fine-Grained Classification
V. Leveau, A. Joly, O. Buisson and P. Valduriez
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015, p. 155–162, ACM, 2015 (doi)
DigInPix: Visual Named-Entities Identification in Images and Videos
P. Letessier, N. Hervé, A. Joly, H. Nabi, M. Derval and O. Buisson
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015, p. 661–664, ACM, 2015 (doi)
2014
Object-based visual query suggestion
A. Hamzaoui, P. Letessier, A. Joly, O. Buisson and N. Boujemaa
Multim. Tools Appl. (2) (68), p. 429–454, 2014 (doi)
Instance-based Bird Species Identification with Undiscriminant Features Pruning
A. Joly, J. Champ and O. Buisson
Working Notes for CLEF 2014 Conference, Sheffield, UK, September 15-18, 2014 (1180), p. 625–633, CEUR-WS.org, 2014 (link)
Recognizing Thousands of Legal Entities through Instance-based Visual Classification
V. Leveau, A. Joly, O. Buisson, P. Letessier and P. Valduriez
Proceedings of the ACM International Conference on Multimedia, MM ’14, Orlando, FL, USA, November 03 - 07, 2014, p. 1029–1032, ACM, 2014 (doi)
2013
OTMedia: the French TransMedia News Observatory
N. Hervé, M-L. Viaud, J. Thièvre, A. Saulnier, J. Champ, P. Letessier, O. Buisson and A. Joly
ACM Multimedia Conference, MM ’13, Barcelona, Spain, October 21-25, 2013, p. 441–442, ACM, 2013 (doi)
Small objects query suggestion in a large web-image collection
P. Letessier, N. Hervé, J. Champ, A. Joly, O. Buisson and A. Hamzaoui
ACM Multimedia Conference, MM ’13, Barcelona, Spain, October 21-25, 2013, p. 417–418, ACM, 2013 (doi)
2012
Scalable mining of small visual objects
P. Letessier, O. Buisson and A. Joly
Proceedings of the 20th ACM Multimedia Conference, MM ’12, Nara, Japan, October 29 - November 02, 2012, p. 599–608, ACM, 2012 (doi)
Visual-Based Transmedia Events Detection
A. Joly, J. Champ, P. Letessier, N. Hervé, O. Buisson and M-L. Viaud
Proceedings of the 20th ACM International Conference on Multimedia, p. 1351–1352, ACM, 2012 (doi)
2011
Random maximum margin hashing
A. Joly and O. Buisson
The 24th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011, Colorado Springs, CO, USA, 20-25 June 2011, p. 873–880, IEEE Computer Society, 2011 (doi)
An Interactive System for Electro-Acoustic Music Analysis
S. Gulluni, S. Essid, O. Buisson and G. Richard
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011, p. 145–150, University of Miami, 2011 (link)
Consistent visual words mining with adaptive sampling
P. Letessier, O. Buisson and A. Joly
Proceedings of the 1st International Conference on Multimedia Retrieval, ICMR 2011, Trento, Italy, April 18 - 20, 2011, p. 49, ACM, 2011 (doi)
Interactive Classification of Sound Objects for Polyphonic Electro-Acoustic Music Annotation
S. Gulluni, S. Essid, O. Buisson and G. Richard
AES International Conference Semantic Audio 2011, Ilmenau, Germany, July 22-24, 2011, Audio Engineering Society, 2011 (link)
2010
Scaling content-based video copy detection to very large databases
S. Poullot, O. Buisson and M. Crucianu
Multim. Tools Appl. (2) (47), p. 279–306, 2010 (doi)
Video exploration: from multimedia content analysis to interactive visualization
M-L. Viaud, O. Buisson, A. Saulnier and C. Guenais
Proceedings of the 18th International Conference on Multimedia 2010, Firenze, Italy, October 25-29, 2010, p. 1311–1314, ACM, 2010 (doi)
Video Exploration: from Content Description to Interactive Exploration
M-L. Viaud, O. Buisson, A. Saulnier and C. Guenais
Proceedings ACM Multimedia, 2010
2009
ViCopT: a robust system for content-based video copy detection in large databases
J. Law-To, O. Buisson, V. Gouet-Brunet and N. Boujemaa
Multim. Syst. (6) (15), p. 337–353, 2009 (doi)
Logo retrieval with a contrario visual query expansion
A. Joly and O. Buisson
Proceedings of the 17th International Conference on Multimedia 2009, Vancouver, British Columbia, Canada, October 19-24, 2009, p. 581–584, ACM, 2009 (doi)
2008
Image collection structuring based on evidential active learner
H. Goëau, O. Buisson and M-L. Viaud
International Workshop on Content-Based Multimedia Indexing, CBMI 2008, London, UK, June 18-20, 2008, p. 388–395, IEEE, 2008 (doi)
Interactive components for visual exploration of multimedia archives
M-L. Viaud, J. Thièvre, H. Goëau, A. Saulnier and O. Buisson
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, CIVR 2008, Niagara Falls, Canada, July 7-9, 2008, p. 609–616, ACM, 2008 (doi)
Scalable mining of large video databases using copy detection
S. Poullot, M. Crucianu and O. Buisson
Proceedings of the 16th International Conference on Multimedia 2008, Vancouver, British Columbia, Canada, October 26-31, 2008, p. 61–70, ACM, 2008 (doi)
A posteriori multi-probe locality sensitive hashing
A. Joly and O. Buisson
Proceedings of the 16th International Conference on Multimedia 2008, Vancouver, British Columbia, Canada, October 26-31, 2008, p. 209–218, ACM, 2008 (doi)
Fast Content-Based Mining of Web2.0 Videos
S. Poullot, M. Crucianu and O. Buisson
Advances in Multimedia Information Processing - PCM 2008, 9th Pacific Rim Conference on Multimedia, Tainan, Taiwan, December 9-13, 2008. Proceedings (5353), p. 99–108, Springer, 2008 (doi)
Passagea l’échelle de la fouille vidéo basée sur la détection de copies
S. Poullot, M. Crucianu and O. Buisson
BDA’08: Bases de Données Avancées, p. 45–60, 2008
2007
Z-grid-based probabilistic retrieval for scaling up content-based copy detection
S. Poullot, O. Buisson and M. Crucianu
Proceedings of the 6th ACM international conference on Image and video retrieval, p. 348–355, 2007
Content-Based Copy Retrieval Using Distortion-Based Probabilistic Similarity Search
A. Joly, O. Buisson and C. Frélicot
IEEE Trans. Multim. (2) (9), p. 293–306, 2007 (doi)
Video and image copy detection demo
J. Law-To, A. Joly, L. Joyeux, N. Boujemaa, O. Buisson and V. Gouet-Brunet
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, CIVR 2007, Amsterdam, The Netherlands, July 9-11, 2007, p. 97–100, ACM, 2007 (doi)
Video copy detection: a comparative study
J. Law-To, L. Chen, A. Joly, I. Laptev, O. Buisson, V. Gouet-Brunet, N. Boujemaa and F. Stentiford
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, CIVR 2007, Amsterdam, The Netherlands, July 9-11, 2007, p. 371–378, ACM, 2007 (doi)
Video copy detection on the internet: The challenges of copyright and multiplicity
J. Law-To, V. Gouet-Brunet, O. Buisson and N. Boujemaa
2007 IEEE International Conference on Multimedia and Expo, p. 2082–2085, 2007
2006
Labellisation du comportement de descripteurs locaux pour la détection de copies vidéo
J. Law-To, V. Gouet-Brunet, O. Buisson and N. Boujemaa
Compression et Représentation des Signaux Audiovisuels (Coresa’06), p. 336, 2006
Robust voting algorithm based on labels of behavior for video copy detection
J. Law-To, O. Buisson, V. Gouet-Brunet and N. Boujemaa
Proceedings of the 14th ACM international conference on Multimedia, p. 835–844, 2006
Local behaviours labelling for content based video copy detection
J. Law-To, V. Gouet-Brunet, O. Buisson and N. Boujemaa
18th International Conference on Pattern Recognition (ICPR’06) (3), p. 232–235, 2006
Labeling complementary local descriptors behavior for video copy detection
J. Law-To, V. Gouet-Brunet, O. Buisson and N. Boujemaa
Multimedia Content Representation, Classification and Security: International Workshop, MRCS 2006, Istanbul, Turkey, September 11-13, 2006. Proceedings, p. 290–297, 2006
2005
Statistical similarity search applied to content-based video copy detection
A. Joly, O. Buisson and C. Frélicot
21èmes Journées Bases de Données Avancées, BDA 2005, Saint Malo, France, 17-20 octobre 2005, Actes (Informal Proceedings), 2005
Content-based video copy detection in large databases: a local fingerprints statistical similarity search approach
A. Joly, C. Frélicot and O. Buisson
Proceedings of the 2005 International Conference on Image Processing, ICIP 2005, Genoa, Italy, September 11-14, 2005, p. 505–508, IEEE, 2005 (doi)
Discriminant local features selection using efficient density estimation in a large database
A. Joly and O. Buisson
Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2005, November 10-11, 2005, Singapore, p. 201–208, ACM, 2005 (doi)
2004
Feature statistical retrieval applied to content-based copy identification
A. Joly, C. Frélicot and O. Buisson
Proceedings of the 2004 International Conference on Image Processing, ICIP 2004, Singapore, October 24-27, 2004, p. 681–684, IEEE, 2004 (doi)
2003
Robust Content-Based Video Copy Identification in a Large Reference Database
A. Joly, C. Frélicot and O. Buisson
Image and Video Retrieval, Second International Conference, CIVR 2003, Urbana-Champaign, IL, USA, July 24-25, 2003, Proceedings (2728), p. 414–424, Springer, 2003 (doi)