Publications - Image & multimedia français
Research
Videos

2019

2018

  • E. Belouadah, A. Popescu, DeeSIL: Deep-Shallow Incremental Learning, 5th TASK-CV: Transferring and Adapting Source Knowledge in Computer Vision and 2​nd VisDA Challenge (Workshop of the European Conference on computer Vision), 14 sept. 2018, Munich, Germany, 2018
  • J. Girard, Y. Tamaazousti, H. Le Borgne and C. Hudelot, Learning Finer-class Networks for Universal Representations, British Machine Vision Conference (BMVC), 3-6 sept 2018, Newcastle, UK, 2018
  • F Plesse, A Ginsca, B Delezoide, F Prêteux Visual Relationship Detection Based on Guided Proposals and Semantic Knowledge Distillation International conference on Multimedia and Expo (ICME), San Diego (CA, USA), 2018
  • E. Gadeski, H.Odabai Fard, H. Le Borgne, GPU deformable part model for object recognition, Journal of Real-Time Image Processing, February 2018, Volume 14, Issue 2, pp 279–291, 2018 (online 4 septembre 2014)

2017

2016

2015

  • A. Popescu, E. Spyromitros-Xioufis, S. Papadopoulos, H. Le Borgne, I. Kompatsiaris. Towards an Automatic Evaluation of Retrieval Performance with Large Scale Image Collections, MMCommons 2015 workshop Brisbane, Australia.
  • C. Oprean, L. Likforman-Sulem, C. Mokbel, A. Popescu. Handwritten word recognition using Web resources and recurrent neural networks, International Journal on Document Analysis and Recognition (IJDAR), 18(4), pp287-301, August 2015
  • C. Oprean, L. Likforman-Sulem, C. Mokbel, A. Popescu. BLSTM-based handwritten text recognition using Web resources , ICDAR 2015 Nancy, France.
  • T. Q. N. Tran, H. Le Borgne, M. Crucianu, Combining Generic and Specific Information for Cross-modal Retrieval, In Proc. ACM International Conference on Multimedia Retrieval (ICMR 2015), Shanghai, China, June 23-26, 2015.
  • E. Gadeski, H. Le Borgne and A. Popescu. Duplicate image detection in a stream of web visual data, In proc. 13th International Workshop on Content-Based Multimedia Indexing (CBMI 2015), June 10.-12. 2015, Prague, Czech Republic
  • P. Vo, A. Ginsca, H. Le Borgne and A. Popescu. Effective Training of Convolutional Networks using Noisy Web Images, In proc. 13th International Workshop on Content-Based Multimedia Indexing (CBMI 2015), June 10.-12. 2015, Prague, Czech Republic
  • E. Spyromitros-Xioufis, S. Papadopoulos, A. Gînscă, A. Popescu, I. Kompatsiaris, I. Vlahavas. Improving Diversity in Image Search via Supervised Relevance Scoring, ACM ICMR 2015 Shanghai, China.
  • A. Gînscă, A. Popescu, H. Le Borgne, N. Ballas, D. P. Vo, I. Kanellos, Large-scale Image Mining with Flickr Groups, 21st International Conference on Multimedia Modelling (MMM2015), 5-7 january 2015, Sydney, Australia, 2015.
    awardThis paper received the best paper award of MMM 2015
  • B. Ionescu, A. Popescu, M. Lupu, A.L. Gînscă, B. Boteanu, H. Müller, Div150Cred: A Social Image Retrieval Result Diversification with User Tagging Credibility Dataset, ACM Multimedia Systems - MMSys2015 , 18-20 March, Portland, Oregon, USA, 2015
  • Adrian Popescu, Mireille Hildebrandt, Jurgen Breuer, Laurence Claeys, Symeon Papadoulos, Giorgos Petkos, T. Michalareas, David Lund, Rob Heyman, S. van der Graaf, Etienne Gadeski, Hervé Le Borgne, Katia De Vries, Timotheos Kastrino-Giannis, A. Kousaridas et A. Padyab. Increasing Transparency and Privacy for Online Social Network Users – USEMP Value Model, Scoring Framework and Legal. In : Privacy Technologies and Policy: Third Annual Privacy Forum, APF 2015, Luxembourg, Luxembourg, October 7-8, 2015, Revised Selected Papers. Sous la dir. de Bettina Berendt , Thomas Engel , Demosthenes Ionomou, Daniel Lemétayer et Stefan Schiffner . Cham : Springer International Publishing, 2015, p. 38–59. ISBN : 978-3-319-31456-3.

2014

  • B. Ionescu, A.-L. Radu, M. Menéndez, H. Müller, A. Popescu, B. Loni, Div400: A Social Image Retrieval Result Diversification Dataset, ACM Multimedia Systems - MMSys2014 , 19-21 March, Singapore, 2014
  • Cristina Oprean, Laurence Likforman-Sulem, Adrian Popescu, Chafic Mokbel, Utilisation du Web pour la reconnaissance de mots manuscrits hors vocabulaire, CORIA-CIFED 2014: 217-232
  • Konstantin Todorov, Céline Hudelot, Adrian Popescu, Peter Geibel, Fuzzy Ontology Alignment using Background Knowledge, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 22(1): 75-112 (2014)
  • B. Ionescu, A. Popescu, A.-L. Radu, H. Müller, Result Diversification in Social Image Retrieval: A Benchmarking Framework, Multimedia Tools and Applications , 2014.
  • A.L. Gînscă, A. Popescu, B. Ionescu, A. Armagan, I. Kanellos, Toward Estimating User Tagging Credibility for Social Image Retrieval, ACM International Conference on Multimedia - ACM MM 2014, 3-7 November, Orlando, Florida, USA, 2014
  • B. Ionescu, A. Popescu, H. Müller, M. Menéndez, A.-L. Radu, Benchmarking Result Diversification in Social Image Retrieval, IEEE International Conference on Image Processing - ICIP 2014, 27-30 October, Paris, France, 2014

2013

  • A. Znaidia, H. Le Borgne and C. Hudelot Tag Completion based on Belief Theory and Neighbor Voting, ACM International Conference on Multimedia Retrieval, Dallas, Texas, USA, April 16-19, 2013
  • A. Znaidia, A. Shabou and H. Le Borgne and C. Hudelot. Codage d'un modèle de tags, Revue d'Intelligence Artificielle, Vol. 27, numero 1 pages 39-63. 2013
  • A. Gînscă, A. Popescu User Profiling for Answer Quality Assessment in Q&A Communities, DUBMOD 2013 (workshop at CIKM 2013) San Francisco, USA.
  • A. Popescu, A. Shabou Towards Precise POI Localization with Social Media, ACM Multimedia 2013 Barcelona, Spain.

2012

2011

  • H. Le Borgne, P. Muñoz-Fuentes. NonParametric Estimation of Fisher Vectors to aggregate Image Descriptors. Advanced Concepts for Intelligent Vision Systems (ACIVS'11), LNCS 6915, Ghent, Belgium, Aug. 22-25 2011 [download]
  • B. Delezoide, D. Nouri, S. Hamlaoui On-line characters identification in movies, Workshop on Content-Based Multimedia Indexing Madrid, Spain 13-15/06/2011 [download]
  • N. Ballas, B. Delezoide, F. Prêteux Trajectories based descriptor for dynamic events annotation, ACM Multimedia , Scottsdale, AZ, USA 28/11-01/12/2011 [download]
  • N. Ballas, B. Delezoide, F. Prêteux A new point process model for trajectory-based events annotation, SPIE 8300 (2012) Burlingame, CA, USA 2012/01/25 [download]
  • A. Popescu, G. Grefenstette Social Media Driven Image Retrieval, International Conference on Multimedia Retrieval 2011 Trento, Italy 16-20/04/2011 [download]
  • A. Popescu, G. Grefenstette Mining Social Media to Create Personalized Recommendations for Tourist Visits, COM.Geo 2011 Washington D.C. 23-25/05/2011 [download]

2010

  • H. Le Borgne, N. Honnorat. Fast shared boosting for large-scale concept detection. Multimedia Tools and Application, Springer, 2010 [download]
  • H. Le Borgne. Description de scènes naturelles par composantes indépendantes. Invited talk to ERMITES 2010, Presqu'île de Giens, september 28, 2010 [download]
  • 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. MM: modular architecture for multimedia information retrieval. Proc. CBMI 2010 pp 136-141, Grenoble, France, 23-25 june 2010 [download]
  • H. Le Borgne, N. Honnorat. Fast shared boosting: application to large-scale visual concept detection. Proc. CBMI 2010, pp 13-18, Grenoble, France, 23-25 june 2010.
    awardThis paper received the best paper award of CBMI 2010 [download]
  • A. Bursuc, T. Zaharia, B. Delezoide. OVIDIUS: An on-line video retrieval platform for multi-terminal access. 8th International Workshop on Content-Based Multimedia Indexing (CBMI - 2010). Grenoble , France. [download]
  • D. Myoupo, A. Popescu, H. Le Borgne, P.-A. Moëllic.Multimodal image retrieval over a large database.Lecture Notes in Computer Science, 2010 [download]

2009

  • D. Myoupo, A. Popescu, H. Le Borgne, P.-A. Moëllic. Visual Reranking for Image Retrieval over the Wikipedia Corpus. CLEF 2009 Workshop, Corfu, Grece, 29 sept - 2 oct 2009 [download]
  • Popescu, H. Le Borgne, P.-A. Moëllic. Conceptuel Image retrieval over a Large Scale Database, Lecture Notes in Computer Science, vol. 5706, pp 771-778, Springer, 2009 [download]
  • N. Honnorat, H. Le Borgne. Accélérer le boosting avec partage de caractéristiques.. Proc. of CORESA 2009, pp 203-208, Toulouse, France, 18-20 march 2009 [download]

2008

  • Adrian Popescu, Gregory Grefenstette, Pierre-Alain Moëllic Gazetiki: Automatic Creation of a Geographical Gazetteer, JCDL 2008 , June 16 - 20, Pittsburgh, USA [download]
  • A. Popescu, H. Le Borgne, P.-A. Moëllic Conceptual Image Retrieval over the Wikipedia Corpus CLEF 2008 Workshop , Aarhus, Denmark, 17-19 September 2008 [download]
  • 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 Workshop in conjunction with LREC 2008, Marrakech, Marocco, p 24-30, May 26, 2008 [download]

2007