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Bibliography

Major publications by the team in recent years
  • 1L. Amsaleg, P. Gros.

    Content-based Retrieval Using Local Descriptors: Problems and Issues from a Database Perspective, in: Pattern Analysis and Applications, March 2001, vol. 2001, no 4, p. 108-124.
  • 2V. Claveau, P. Sébillot, C. Fabre, P. Bouillon.

    Learning Semantic Lexicons from a Part-of-Speech and Semantically Tagged Corpus Using Inductive Logic Programming, in: Journal of Machine Learning Research, special issue on Inductive Logic Programming, August 2003, vol. 4, p. 493–525.
  • 3M. Delakis, G. Gravier, P. Gros.

    Audiovisual Integration with Segment Models for Tennis Video Parsing, in: Computer Vision and Image Understanding, August 2008, vol. 111, no 2, p. 142–154.
  • 4M. Douze, H. Jégou, H. Singh, L. Amsaleg, C. Schmid.

    Evaluation of GIST descriptors for web-scale image search, in: 8th ACM International Conference on Image and Video Retrieval, CIVR'09, Santorin, Greece, July 2009.
  • 5S. Huet, G. Gravier, P. Sébillot.

    Morpho-Syntactic Post-Processing with N-best Lists for Improved French Automatic Speech Recognition, in: Computer Speech and Language, October 2010, vol. 24, no 4, p. 663–684.
  • 6E. Kijak, G. Gravier, L. Oisel, P. Gros.

    Audiovisual integration for sport broadcast structuring, in: Multimedia Tools and Applications, 2006, vol. 30, p. 289-312.

    http://www.springerlink.com/content/24h61433843r474l/
  • 7H. Lejsek, F. H. Asmundsson, B. Þ. Jónsson, L. Amsaleg.

    NV-tree: An Efficient Disk-Based Index for Approximate Search in Very Large High-Dimensional Collections, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, May 2009, vol. 31, no 5, p. 869–883.
  • 8X. Naturel, P. Gros.

    Detecting Repeats for Video Structuring, in: Multimedia Tools and Applications, May 2008, vol. 38, no 2, p. 233–252.
  • 9S. Petrovic, B. Dalbelo Basic, A. Morin, B. Zupan, J.-H. Chauchat.

    Textual features for corpus visualization using correspondence analysis, in: Intelligent Data Analysis, 2009, vol. 13, no 5, p. 795–813.
  • 10M. Rossignol, P. Sébillot.

    Combining Statistical Data Analysis Techniques to Extract Topical Keyword Classes from Corpora, in: Intelligent Data Analysis, 2005, vol. 9, no 1, p. 105-127.
Publications of the year

Doctoral Dissertations and Habilitation Theses

Articles in International Peer-Reviewed Journal

  • 13F. Cérou, P. Del Moral, T. Furon, A. Guyader.

    Sequential Monte Carlo for rare event estimation, in: Statistics and Computing, April 2011, p. 1-14. [ DOI : 10.1007/s11222-011-9231-6 ]

    http://hal.inria.fr/inria-00584352/en
  • 14G. Gravier, C. Guinaudeau, G. Lecorvé, P. Sébillot.

    Exploiting Speech for Automatic TV Delinearization: From Streams to Cross-Media Semantic Navigation, in: EURASIP Journal on Image and Video Processing, January 2011, vol. 2011, 689780 p, 17. [ DOI : 10.1155/2011/689780 ]

    http://hal.inria.fr/hal-00645216/en
  • 15C. Guinaudeau, G. Gravier, P. Sébillot.

    Enhancing lexical cohesion measure with confidence measures, semantic relations and language model interpolation for multimedia spoken content topic segmentation, in: Computer Speech and Language, 2012, vol. 26, no 2, p. 90-104.

    http://hal.inria.fr/hal-00645705/en
  • 16Z. A. A. Ibrahim, P. Gros.

    TV Stream Structuring, in: ISRN Signal Processing, April 2011, vol. 2011. [ DOI : 10.5402/2011/975145 ]

    http://hal.inria.fr/inria-00601845/en
  • 17V. Jouhet, G. Defossez, A. Burgun, P. Le Beux, P. Levillain, P. Ingrand, V. Claveau.

    Automated Classification of Free-text Pathology Reports for Registration of Incident Cases of Cancer, in: Methods of Information in Medecine, 2011, vol. 50.

    http://hal.inria.fr/hal-00643819/en
  • 18H. Jégou, M. Douze, C. Schmid.

    Product Quantization for Nearest Neighbor Search, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, January 2011, vol. 33, no 1, p. 117–128. [ DOI : 10.1109/TPAMI.2010.57 ]

    http://hal.inria.fr/inria-00514462/en
  • 19H. Jégou, F. Perronnin, M. Douze, J. Sánchez, P. Pérez, C. Schmid.

    Aggregating local image descriptors into compact codes, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011.

    http://hal.inria.fr/inria-00633013/en
  • 20J. Zepeda, C. Guillemot, E. Kijak.

    Image Compression Using Sparse Representations and the Iteration-Tuned and Aligned Dictionary, in: IEEE Journal of Selected Topics in Signal Processing, September 2011, vol. 5, no 5, p. 1061 -1073.

    http://hal.inria.fr/hal-00647264/en

International Conferences with Proceedings

  • 21M. Ben, G. Gravier.

    Unsupervised mining of audiovisually consistent segments in videos with application to structure analysis, in: IEEE Intl. Conf. on Multimedia and Exhibition, Spain, 2011.

    http://hal.inria.fr/hal-00646603/en
  • 22A. Charpentier, C. Fontaine, T. Furon, I. Cox.

    An Asymmetric Fingerprinting Scheme based on Tardos Codes, in: Information Hiding, Prague, Czech Republic, T. Pevny, T. Filler (editors), Springer-Verlag, 2011.

    http://hal.inria.fr/inria-00581156/en
  • 23V. Claveau, E. Kijak.

    Morphological Analysis of Biomedical Terminology with Analogy-Based Alignment, in: Recent Advances in Natural Language Processing, Bulgaria, 2011.

    http://hal.inria.fr/hal-00644041/en
  • 24V. Claveau, S. Lefèvre.

    Topic Segmentation of TV-streams by mathematical morphology and vectorization, in: InterSpeech, Italy, 2011.

    http://hal.inria.fr/hal-00643905/en
  • 25J. D. Cruz Gomez, C. Bothorel, F. Poulet.

    Entropy based community detection in augmented social networks, in: International Conference on Computational Aspects of Social Networks, Salamanca, Spain, 2011, p. 163-168.

    http://hal.inria.fr/hal-00640722/en
  • 26K. Elagouni, C. Garcia, P. Sébillot.

    A Comprehensive Neural-Based Approach for Text Recognition in Videos using Natural Language Processing, in: ICMR, Trento, Italy, April 2011, 8 p.

    http://hal.inria.fr/hal-00645219/en
  • 27C. Guinaudeau, J. Hirschberg.

    Accounting for Prosodic Information to Improve ASR-Based Topic Tracking for TV Broadcast News, in: Interspeech'11, Florence, Italy, August 2011, 4 p.

    http://hal.inria.fr/hal-00646626/en
  • 28M. Jain, H. Jégou, P. Gros.

    Asymmetric Hamming Embedding, in: ACM Multimedia, Scottsdale, United States, October 2011.

    http://hal.inria.fr/inria-00607278/en
  • 29H. Jégou, R. Tavenard, M. Douze, L. Amsaleg.

    Searching in one billion vectors: re-rank with source coding, in: International Conference on Acoustics, Speech and Signal Processing, Prague, Czech Republic, May 2011.

    http://hal.inria.fr/inria-00566883/en
  • 30J. Lawto, J.-L. Gauvain, L. Lamel, G. Grefenstette, G. Gravier, J. Despres, C. Guinaudeau, P. Sébillot.

    A Scalable Video Search Engine Based on Audio Content Indexing and Topic Segmentation, in: NEM Summit, Torino, Italy, September 2011, 6 p.

    http://hal.inria.fr/hal-00645228/en
  • 31G. Le-Jan, Y. Benezeth, G. Gravier, F. Bimbot.

    A study on auditory feature spaces for speech-driven lip animation, in: Interspeech, Florence, Italy, August 2011.

    http://hal.inria.fr/inria-00598314/en
  • 32G. Lecorvé, G. Gravier, P. Sébillot.

    Automatically Finding Semantically Consistent N-grams to Add New Words in LVCSR Systems, in: ICASSP, Prague, Czech Republic, May 2011, 4 p.

    http://hal.inria.fr/hal-00645223/en
  • 33S. Lefèvre, V. Claveau.

    Topic segmentation: application of mathematical morphology to textual data, in: ISMM, Internation Symposium on Mathematical Morphology, Italy, 2011.

    http://hal.inria.fr/hal-00643913/en
  • 34H. Lejsek, B. Þ. Jónsson, L. Amsaleg.

    NV-Tree: nearest neighbors at the billion scale, in: 1st ACM International Conference on Multimedia Retrieval, Trento, Italy, 2011. [ DOI : 10.1145/1991996.1992050 ]

    http://hal.inria.fr/hal-00644939/en
  • 35E. Martienne, V. Claveau, P. Gros.

    Labeling TV stream segments with Conditional Random Fields, in: MUSCLE International Workshop on Computational Intelligence for Multimedia Understanding, Italy, 2011.

    http://hal.inria.fr/hal-00644150/en
  • 36P. Meerwald, T. Furon.

    Group testing meets traitor tracing, in: ICASSP, Prague, Czech Republic, IEEE, 2011. [ DOI : 10.1109/ICASSP.2011.5947280 ]

    http://hal.inria.fr/inria-00580899/en
  • 37P. Meerwald, T. Furon.

    Iterative single Tardos decoder with controlled probability of false positive, in: International Conference on Multimedia and Expo, Barcelona, Spain, IEEE, 2011.

    http://hal.inria.fr/inria-00581159/en
  • 38P. Meerwald, T. Furon.

    Towards Joint Tardos Decoding: The 'Don Quixote' Algorithm, in: Information Hiding, Prague, Czech Republic, T. Pevny, T. Filler (editors), Springer-Verlag, 2011.

    http://hal.inria.fr/inria-00581148/en
  • 39A. Muscariello, G. Gravier, F. Bimbot.

    An efficient method for the unsupervised discovery of signalling motifs in large audio streams, in: International Workshop on Content-Based Multimedia Indexing, Madrid, Spain, June 2011.

    http://hal.inria.fr/inria-00572817/en
  • 40A. Muscariello, G. Gravier, F. Bimbot.

    Towards robust word discovery by self similarity matrix comparison, in: IEEE International Conference on Acoustics, Speech and Signal Processing, Pragua, Czech Republic, May 2011.

    http://hal.inria.fr/inria-00563418/en
  • 41A. Muscariello, G. Gravier, F. Bimbot.

    Zero-resource audio-only spoken term detection based on a combination of template matching techniques, in: INTERSPEECH 2011: 12th Annual Conference of the International Speech Communication Association, Firenze, Italy, 2011.

    http://hal.inria.fr/inria-00597907/en
  • 42C. Penet, C.-H. Demarty, G. Gravier, P. Gros.

    Technicolor and INRIA/IRISA at MediaEval 2011: learning temporal modality integration with Bayesian Networks, in: MediaEval 2011, Multimedia Benchmark Workshop, Pisa, Italy, http://ceur-ws.org, November 2011, vol. 807.

    http://hal.inria.fr/hal-00643645/en
  • 43C. Raymond, V. Claveau.

    Participation de l'IRISA à DEFT 2011: expériences avec des approches d'apprentissage supervisé et non-supervisé, in: Challenge DeFT (défi fouille de texte), France, 2011.

    http://hal.inria.fr/hal-00643724/en
  • 44R. Tavenard, H. Jégou, L. Amsaleg.

    Balancing clusters to reduce response time variability in large scale image search, in: International Workshop on Content-Based Multimedia Indexing (CBMI 2011), Madrid, Spain, June 2011.

    http://hal.inria.fr/inria-00576886/en
  • 45G. Tómasson, H. Sigurþórsson, B. Þ. Jónsson, L. Amsaleg.

    PhotoCube: effective and efficient multi-dimensional browsing of personal photo collections, in: 1st ACM International Conference on Multimedia Retrieval, trento, Italy, 2011. [ DOI : 10.1145/1991996.1992066 ]

    http://hal.inria.fr/hal-00644942/en
  • 46L. Ughetto, V. Claveau.

    Implication in Information Retrieval Systems, in: European Society for Fuzzy Logic and Technology (EUSFLAT'2011), Aix-Les-Bains, France, 2011, p. 431–438.

    http://hal.inria.fr/hal-00647594/en
  • 47P. Weinzaepfel, H. Jégou, P. Pérez.

    Reconstructing an image from its local descriptors, in: Computer Vision and Pattern Recognition, Colorado Springs, United States, IEEE, June 2011.

    http://hal.inria.fr/inria-00566718/en
  • 48C. Wengert, M. Douze, H. Jégou.

    Bag-of-colors for improved image search, in: ACM Multimedia, Scottsdale, United States, October 2011.

    http://hal.inria.fr/inria-00614523/en
  • 49J. Zepeda, C. Guillemot, E. Kijak.

    Image compression using the Iteration-Tuned and Aligned Dictionary, in: IEEE International Conference on Acoustics, Speech and Signal Processing, Czech Republic, May 2011, p. 793 - 796. [ DOI : 10.1109/ICASSP.2011.5946523 ]

    http://hal.inria.fr/hal-00647253/en

National Conferences with Proceeding

  • 50Y. Benezeth, G. Gravier, F. Bimbot.

    Étude comparative des différentes unités acoustiques pour la synchronisation labiale, in: GRETSI, Groupe d'Etudes du Traitement du Signal et des Images, Bordeaux, France, 2011.

    http://hal.inria.fr/inria-00593756/en
  • 51V. Claveau, S. Lefèvre.

    Segmentation thématique : apport de la vectorisation, in: Conférence en recherche d'information et applications, France, 2011.

    http://hal.inria.fr/hal-00643688/en
  • 52J. D. Cruz Gomez, C. Bothorel, F. Poulet.

    Idenfication et visualisation des partitions de réseaux sociaux à l'aide de points de vue sémantiques, in: AVEC, Atelier Visualisation et Extraction de Connaissances, Brest, France, January 2011, p. 25-36.
  • 53J. D. Cruz Gomez, C. Bothorel, F. Poulet.

    Point of View Based Clustering of Socio-Semantic Network, in: 11èmes journées d'extraction et de gestion des connaissances, EGC'11, Brest, France, Revue des nouvelles technologies de l'information, January 2011, vol. RNTI-E, p. 309-310.
  • 54J. D. Cruz Gomez, C. Bothorel, F. Poulet.

    Semantic clustering of social networks using points of view, in: CORIA: conférence en recherche d'information et applications 2011, Avignon, France, 2011.

    http://hal.inria.fr/hal-00609291/en
  • 55T.-N. Doan, F. Poulet.

    Un environnement efficace pour la classification d'images à grande échelle, in: 12es journées d'extraction et de gestion des connaissances, EGC'12, Bordeaux, France, Revue des nouvelles technologies de l'information, January 2012, vol. RNTI-E.
  • 56A.-R. Ebadat, V. Claveau, P. Sébillot.

    Using shallow linguistic features for relation extraction in bio-medical texts, in: Traitement Automatique des Langues Naturelles, TALN, France, 2011.

    http://hal.inria.fr/hal-00644070/en
  • 57K. Elagouni, C. Garcia, P. Sébillot.

    Reconnaissance automatique de texte dans des vidéos à l'aide d'un OCR et de connaissances linguistiques, in: GRETSI, Bordeaux, France, September 2011, 4 p.

    http://hal.inria.fr/hal-00645217/en
  • 58C. Penet, C.-H. Demarty, G. Gravier, P. Gros.

    De la détection d'évènements sonores violents par SVM dans les films, in: ORASIS - Congrès des jeunes chercheurs en vision par ordinateur, Praz-sur-Arly, France, INRIA Grenoble Rhône-Alpes, 2011.

    http://hal.inria.fr/inria-00595480/en
  • 59N.-K. Pham, F. Poulet, A. Morin, P. Gros.

    Analyse factorielle des correspondances hiérarchique pour la fouille d'images, in: 11es journées d'extraction et de gestion des connaissances, EGC'11, Brest, France, Revue des nouvelles technologies de l'information, January 2011, vol. RNTI-E, p. 175-182.
  • 60L. Ughetto, V. Claveau, R. Harastani.

    Différentes interprétations d'un modèle de RI à base d'inclusion graduelle, in: Conférence en recherche d'information et applications, France, 2011.

    http://hal.inria.fr/hal-00643675/en

Conferences without Proceedings

  • 61M. Ayari, J. Delhumeau, M. Douze, H. Jégou, D. Potapov, J. Revaud, C. Schmid, J. Yuan.

    INRIA@TRECVID'2011: Copy Detection & Multimedia Event Detection, in: TRECVID 2011 Workshop, USA, 2011.

    http://hal.inria.fr/hal-00648016/en
  • 62C.-H. Demarty, C. Penet, M. Soleymani, G. Gravier.

    The Mediaeval 2011 affect task: Violent scene detection in Hollywood movies, in: MediaEval 2011 Workshop, Italy, 2011.

    http://hal.inria.fr/hal-00646606/en
  • 63B. Safadi, N. Derbas, A. Hamadi, F. Thollard, G. Quénot, H. Jégou, T. Gehrig, H. K. Ekenel, R. Stifelhagen.

    Quaero at TRECVID 2011: Semantic Indexing and Multimedia Event Detection, in: TRECVID 2011 Workshop, USA, 2011.

Books or Proceedings Editing

  • 64F. Poulet, B. Le Grand (editors)

    Actes du 9e atelier visualisation et extraction des connaissances - 11es journées d'extraction et de visualisation des connaissances, EGC'11, January 2011.

Internal Reports

Other Publications

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    Identification de copies de documents multimedia grâce aux codes de Tardos, Université Rennes 1, 10 2011.

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