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, n^o 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.
3S. 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, n^o 4, p. 663–684.
4H. Jégou, M. Douze, C. Schmid.

Product quantization for nearest neighbor search, in: IEEE Transactions on Pattern Analysis & Machine Intelligence, January 2011, vol. 33, n^o 1, p. 117–128.
5E. 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/
6H. 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, n^o 5, p. 869–883.
7X. Naturel, P. Gros.

Detecting Repeats for Video Structuring, in: Multimedia Tools and Applications, May 2008, vol. 38, n^o 2, p. 233–252.

Publications of the year

Doctoral Dissertations and Habilitation Theses

8T.-T. Do.

Security analysis of image copy detection systems based on SIFT descriptors, Université Rennes 1, September 2012.

http://hal.inria.fr/tel-00766932
9A.-R. Ebadat.

Toward Robust Information Extraction Models for Multimedia Documents, INSA de Rennes, October 2012.

http://hal.inria.fr/tel-00760383

Articles in International Peer-Reviewed Journals

10J. D. Cruz Gomez, C. Bothorel, F. Poulet.

Community detection and visualization in social networks: integrating structural and semantic information, in: ACM Transactions on Intelligent Systems and Technology, 2013.

http://hal.inria.fr/hal-00763931
11F. Cérou, P. Del Moral, T. Furon, A. Guyader.

Sequential Monte Carlo for rare event estimation, in: Statistics and Computing, 2012, vol. 22, n^o 3, p. 795-908. [ DOI : 10.1007/s11222-011-9231-6 ]

http://hal.inria.fr/inria-00584352
12G. Gravier, C.-H. Demarty, S. Baghdadi, P. Gros.

Classification-oriented structure learning in Bayesian networks for multimodal event detection in videos, in: Journal of Multimedia Tools and Applications, 2012.

http://hal.inria.fr/hal-00712589
13C. 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, n^o 2, p. 90-104.

http://hal.inria.fr/hal-00645705
14H. 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, September 2012.

http://hal.inria.fr/inria-00633013
15B. Lecouteux, G. Linares, Y. Estève, G. Gravier.

Dynamic Combination of Automatic Speech Recognition Systems by Driven Decoding, in: IEEE Transactions on Audio, Speech and Language Processing, 2012.

http://hal.inria.fr/hal-00758626
16P. Meerwald, T. Furon.

Towards practical joint decoding of binary Tardos fingerprinting codes, in: IEEE Transactions on Information Forensics and Security, April 2012, vol. 7, n^o 4, p. 1168-1180. [ DOI : 10.1109/TIFS.2012.2195655 ]

http://hal.inria.fr/hal-00740964
17A. Muscariello, F. Bimbot, G. Gravier.

Unsupervised Motif Acquisition in Speech via Seeded Discovery and Template Matching Combination, in: IEEE Transactions on Audio, Speech and Language Processing, September 2012, vol. 20, n^o 7, p. 2031 - 2044. [ DOI : 10.1109/TASL.2012.2194283 ]

http://hal.inria.fr/hal-00740978
18A. Šilić, A. Morin, J.-H. Chauchat, B. d. Bašić.

Visualization of temporal text collections based on Correspondence Analysis, in: Expert Systems with Applications, April 2012, vol. 39, n^o 15, p. .12143-12157. [ DOI : 10.1016/j.eswa.2012.04.040 ]

http://hal.inria.fr/hal-00712590

Articles in National Peer-Reviewed Journals

19J. D. Cruz Gomez, C. Bothorel, F. Poulet.

Détection et visualisation des communautés dans les réseaux sociaux, in: Revue d'Intelligence Artificielle, 2012, vol. 26, n^o 4, p. 369-392.

http://hal.inria.fr/hal-00746090

International Conferences with Proceedings

20L. Amsaleg, G. T. Gudmundsson, B. Þ. Jónsson.

Distributed High-Dimensional Index Creation using Hadoop, HDFS and C++, in: CBMI'13 - 10th International Workshop on Content-Based Multimedia Indexing, Annecy, France, IEEE, June 2012, p. 1-6. [ DOI : 10.1109/CBMI.2012.6269848 ]

http://hal.inria.fr/hal-00746012
21N. Ballas, B. Labbé, A. Shabou, H. Le Borgne, P. Gosselin, M. Redi, B. Merialdo, H. Jégou, J. Delhumeau, R. Vieux, B. Mansencal, J. Benois-Pineau, S. Ayache, A. Hamadi, B. Safadi, F. Thollard, N. Derbas, G. Quenot, H. Bredin, M. Cord, B. Gao, C. Zhu, Y. Tang, E. Dellandrea, C.-E. Bichot, L. Chen, A. Benoit, P. Lambert, T. Strat, J. Razik, S. Paris, H. Glotin, T. N. Trung, D. Petrovska-Delacrétaz, G. Chollet, A. Stoian, M. Crucianu.

IRIM at TRECVID 2012: Semantic Indexing and Instance Search, in: TRECVID 2012 - TREC Video Retrieval Evaluation workshop, Gaithersburg, MD, United States, November 2012, 12 p.

http://hal.inria.fr/hal-00770258
22P. Bas, T. Furon.

Key Length Estimation of Zero-Bit Watermarking Schemes, in: EUSIPCO 2012, Romania, August 2012.

http://hal.inria.fr/hal-00728159
23P. Bas, T. Furon, F. Cayre.

Practical Key Length of Watermarking Systems, in: IEEE ICASSP, Kyoto, Japan, IEEE, March 2012.

http://hal.inria.fr/hal-00686813
24M. Bréhinier, S. Campion, G. Gravier.

Texmix: an automatically generated news navigation portal, in: ICMR - ACM International Conference on Multimedia Retrieval, Hong-Kong, China, ACM, June 2012. [ DOI : 10.1145/2324796.2324868 ]

http://hal.inria.fr/hal-00767253
25V. Claveau.

IRISA Participation in JRS 2012 Data-Mining Challenge: Lazy-Learning with Vectorization, in: JRS 2012 Data Mining Competition: Topical Classification of Biomedical Research Papers, special event of Joint Rough Sets Symposium, Chengdu, China, September 2012.

http://hal.inria.fr/hal-00760145
26V. Claveau.

Unsupervised and semi-supervised morphological analysis for Information Retrieval in the biomedical domain, in: Computational Linguistics (COLING), Mumbai, India, December 2012.

http://hal.inria.fr/hal-00760114
27V. Claveau, C. Raymond.

Participation de l'IRISA à DeFT2012 : recherche d'information et apprentissage pour la génération de mots-clés, in: Défi Fouille de textes (DEFT), Grenoble, France, June 2012.

http://hal.inria.fr/hal-00760132
28J. D. Cruz Gomez, C. Bothorel, F. Poulet.

Layout algorithm for clustered graphs to analyze community interactions in social networks, in: IEEE/ACM ASONAM 2012: International Conference on Advances in Social Networks Analysis and Mining, Istambul, Turkey, 2012.

http://hal.inria.fr/hal-00739637
29T.-T. Do, L. Amsaleg, E. Kijak, T. Furon.

Security-Oriented Picture-In-Picture Visual Modifications, in: ACM International Conference on Multimedia Retrieval, Hong-Kong, China, 2012.

http://hal.inria.fr/hal-00764431
30T.-T. Do, E. Kijak, L. Amsaleg, T. Furon.

Enlarging hacker's toolbox: deluding image recognition by attacking keypoint orientations, in: IEEE ICASSP, Kyoto, Japan, IEEE, March 2012.

http://hal.inria.fr/hal-00686809
31T.-T. Do, E. Kijak.

Face recognition using co-occurrence histograms of oriented gradients, in: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Japan, March 2012, p. 1301-1304. [ DOI : 10.1109/ICASSP.2012.6288128 ]

http://hal.inria.fr/hal-00766960
32A.-R. Ebadat, V. Claveau, P. Sébillot.

Proper Noun Semantic Clustering using Bag-Of-Vectors, in: Applied Natural Language Processing (ANLP) conference. Special track at the 25th International FLAIRS Conference., Marco Island, FL, United States, May 2012.

http://hal.inria.fr/hal-00760105
33K. Elagouni, C. Garcia, F. Mamalet, P. Sébillot.

Combining Multi-Scale Character Recognition and Linguistic Knowledge for Natural Scene Text OCR, in: 10th IAPR International Workshop on Document Analysis Systems, DAS 2012, Gold Coast, Queensland, Australia, 2012, p. 120-124.

http://hal.inria.fr/hal-00753908
34K. Elagouni, C. Garcia, F. Mamalet, P. Sébillot.

Text Recognition in Videos using a Recurrent Connectionist Approach, in: 22th International Conference on Artificial Neural Networks, ICANN 2012, Lausanne, Switzerland, Lecture Notes in Computer Science, Springer Berlin Heidelberg, 2012, vol. 7553, p. 172-179. [ DOI : 10.1007/978-3-642-33266-1_22 ]

http://hal.inria.fr/hal-00753906
35J. Fayolle, F. Moreau, C. Raymond, G. Gravier.

Automates lexico-phonétiques pour l'indexation et la recherche de segments de parole, in: Journées d'Études sur la Parole, Grenoble, France, 2012, vol. 1, p. 49-56.

http://hal.inria.fr/hal-00742848
36J. Fayolle, M. Saraclar, F. Moreau, C. Raymond, G. Gravier.

Lexical-phonetic automata for spoken utterance indexing and retrieval, in: International Conference on Speech Communication and Technologies, Portland, United States, 2012.

http://hal.inria.fr/hal-00757765
37K. Fort, V. Claveau.

Annotating Football Matches: Influence of the Source Medium on Manual Annotation, in: International Conference on Language Resources and Evaluation (LREC), Istanbul, Turkey, May 2012.

http://hal.inria.fr/hal-00709170
38T. Furon, P. Bas.

A New Measure of Watermarking Security Applied on DC-DM QIM, in: Information Hiding 2012, Berkeley, United States, May 2012.

http://hal.inria.fr/hal-00702689
39T. Furon, A. Guyader, F. Cérou.

Decoding Fingerprinting Using the Markov Chain Monte Carlo Method, in: IEEE Workshop on Information Forensics and Security, Tenerife, Spain, IEEE, December 2012.

http://hal.inria.fr/hal-00757152
40G. Gravier, G. Adda, N. Paulson, M. Carré, A. Giraudel, O. Galibert.

The ETAPE corpus for the evaluation of speech-based TV content processing in the French language, in: International Conference on Language Resources, Evaluation and Corpora, Turkey, 2012.

http://hal.inria.fr/hal-00712591
41P. Gros.

Recent advances and challenges in TV structuring, in: EUSIPCO - 20th European Signal Processing Conference, Bucharest, Romania, EURASIP, August 2012.

http://hal.inria.fr/hal-00766732
42C. Guinaudeau, G. Gravier, P. Sébillot.

IRISA at MediaEval 2012: Search and Hyperlinking Task, in: MediaEval 2012 Workshop, Pisa, Italy, 2012.

http://hal.inria.fr/hal-00753909
43G. Þ. Guðmundsson, L. Amsaleg, B. Þ. Jónsson.

Distributed High-Dimensional Index Creation using Hadoop, HDFS and C++, in: Content-Based Multimedia Indexing, Annecy, France, 2012.

http://hal.inria.fr/hal-00764434
44M. Jain, R. Benmokhtar, P. Gros, H. Jégou.

Hamming Embedding Similarity-based Image Classification, in: ICMR - ACM International Conference on Multimedia Retrieval, Hong-Kong, China, June 2012.

http://hal.inria.fr/hal-00688169
45H. Jégou, O. Chum.

Negative evidences and co-occurrences in image retrieval: the benefit of PCA and whitening, in: ECCV - European Conference on Computer Vision, Firenze, Italy, October 2012.

http://hal.inria.fr/hal-00722622
46H. Jégou, J. Delhumeau, J. Yuan, G. Gravier, P. Gros.

Babaz: a large scale audio search system for video copy detection, in: ICASSP - 37th International Conference on Acoustics, Speech, and Signal Processing, Kyoto, Japan, January 2012.

http://hal.inria.fr/hal-00661581
47H. Jégou, T. Furon, J.-J. Fuchs.

Anti-sparse coding for approximate nearest neighbor search, in: ICASSP - 37th International Conference on Acoustics, Speech, and Signal Processing, Kyoto, Japan, January 2012.

http://hal.inria.fr/hal-00661591
48F. Metze, N. Rajput, X. Anguera, M. Davel, G. Gravier, C. Van Heerden, G. Mantena, A. Muscariello, K. Pradhallad, I. Szöke, J. Tejedor.

The Spoken Web Search task at MediaEval 2011, in: IEEE International Conference on Acoustics, Speech and Signal Processing, France, 2012.

http://hal.inria.fr/hal-00671011
49C. Penet, C.-H. Demarty, G. Gravier, P. Gros.

Multimodal information fusion and temporal integration for violence detection in movies, in: ICASSP - 37th International Conference on Acoustics, Speech, and Signal Processing (2012), Kyoto, Japan, March 2012.

http://hal.inria.fr/hal-00671016
50B. Safadi, N. Derbas, A. Hamadi, F. Thollard, G. Quenot, J. Delhumeau, H. Jégou, T. Gehrig, H. K. Ekenel, R. Stifelhagen.

Quaero at TRECVID 2012: Semantic Indexing, in: TRECVID 2012 - TREC Video Retrieval Evaluation workshop, Gaithersburg, MD, United States, November 2012, 6 p.

http://hal.inria.fr/hal-00770240
51A.-P. Ta, M. Ben, G. Gravier.

Improving Cluster Selection and Event Modeling in Unsupervised Mining for Automatic Audiovisual Video Structuring, in: International Conference on MultiMedia Modeling, Austria, 2012.

http://hal.inria.fr/hal-00671157
52A.-P. Ta, G. Gravier.

Unsupervised mining of multiple audiovisually consistent clusters for video structure analysis, in: Intl. Conf. on Multimedia and Exhibition, Australia, 2012.

http://hal.inria.fr/hal-00718985
53G. Tómasson, H. Sigurþórsson, K. Runarsson, G. K. Olafsson, B. Þ. Jónsson, L. Amsaleg.

Using PhotoCube as an Extensible Demonstration Platform for Advanced Image Analysis Techniques, in: Content-Based Multimedia Indexing, annecy, France, 2012.

http://hal.inria.fr/hal-00764447
54J. Yuan, G. Gravier, S. Campion, X. Liu, H. Jégou.

Efficient Mining of Repetitions in Large-Scale TV Streams with Product Quantization Hashing, in: Workshop on Web-scale Vision and Social Media, in conjunction with ECCV, Firenze, Italy, August 2012.

http://hal.inria.fr/hal-00731090

National Conferences with Proceeding

55M. Bréhinier.

TexMix - Navigation dans des archives de journaux télévisés, in: RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Lyon, France, January 2012, p. 978-2-9539515-2-3, Session "Démo".

http://hal.inria.fr/hal-00660955
56V. Claveau.

Vectorisation, Okapi et calcul de similarité pour le TAL : pour oublier enfin le TF-IDF, in: Traitement Automatique des Langues Naturelles (TALN), Grenoble, France, June 2012.

http://hal.inria.fr/hal-00760158
57V. Claveau, E. Kijak.

Analyse morphologique fine pour la recherche d'information biomédicale, in: conférence sur la recherche d'information et applications CORIA, Bordeaux, France, March 2012.

http://hal.inria.fr/hal-00760124
58T.-N. Doan, F. Poulet.

Un environnement efficace pour la classification d'images à grande échelle, in: 12èmes Journées Francophones "Extraction et Gestion des Connaissances", Bordeaux, France, Hermann, January 2012, vol. E, p. 471-482.

http://hal.inria.fr/hal-00763926
59A.-R. Ebadat, V. Claveau, P. Sébillot.

Semantic Clustering using Bag-of-Bag-of-Features, in: 9e conférence en recherche d'information et applications, CORIA 2012, Bordeaux, France, 2012, p. 229-244.

http://hal.inria.fr/hal-00753912
60K. Fort, V. Claveau.

Annotation manuelle de matchs de foot : Oh la la la ! l'accord inter-annotateurs ! et c'est le but !, in: Traitement Automatique des Langues Naturelles, Grenoble, France, June 2012, p. 383-390.

http://hal.inria.fr/hal-00709181
61E. Martienne, V. Claveau, P. Gros.

Application des Champs Conditionnels Aléatoires à l'étiquetage de flux télévisuel, in: RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Lyon, France, January 2012, p. 978-2-9539515-2-3, Session "Posters".

http://hal.inria.fr/hal-00656547

Conferences without Proceedings

62M. Bréhinier, G. Gravier.

Texmix: An automatically generated news navigation portal, in: 3rd International Workshop on Future Television, Germany, 2012.

http://hal.inria.fr/hal-00767158
63C.-H. Demarty, C. Penet, G. Gravier, M. Soleymani.

A benchmarking campaign for the multimodal detection of violent scenes in movies, in: European Conference on Computer Vision, Workshop on Information Fusion in Computer Vision for Concept Recognition, Italy, 2012.

http://hal.inria.fr/hal-00767036
64C.-H. Demarty, C. Penet, G. Gravier, M. Soleymani.

The MediaEval 2012 Affect Task: Violent Scenes Detection, in: Working Notes Proceedings of the MediaEval 2012 Workshop, Italy, 2012.

http://hal.inria.fr/hal-00757577
65B. Ludusan, S. Ziegler, G. Gravier.

Integrating Stress Information in Large Vocabulary Continuous Speech Recognition, in: Interspeech, United States, 2012.

http://hal.inria.fr/hal-00758622
66F. Metze, E. Barnard, M. Davel, C. Van Heerden, X. Anguera, G. Gravier, N. Rajput.

The Spoken Web Search Task, in: Working Notes Proceedings of the MediaEval 2012 Workshop, Italy, 2012.

http://hal.inria.fr/hal-00757594
67C. Penet, C.-H. Demarty, M. Soleymani, G. Gravier, P. Gros.

Technicolor/Inria/Imperial College London at the MediaEval 2012 Violent Scene Detection Task, in: Working Notes Proceedings of the MediaEval 2012 Workshop, Italy, 2012.

http://hal.inria.fr/hal-00757584
68M. Trevisiol, J. Delhumeau, H. Jégou, G. Gravier.

How Inria/IRISA identifies Geographic Location of a Video, in: Working Notes Proceedings of the MediaEval 2012 Workshop, Italy, 2012.

http://hal.inria.fr/hal-00757453
69S. Ziegler, B. Ludusan, G. Gravier.

Towards a new speech event detection approach for landmark-based speech recognition, in: IEEE Workshop on Spoken Language Technology, United States, 2012.

http://hal.inria.fr/hal-00758424
70S. Ziegler, B. Ludusan, G. Gravier.

Using Broad Phonetic Classes to Guide Search in Automatic Speech Recognition, in: Interspeech, United States, 2012.

http://hal.inria.fr/hal-00758427

Scientific Books (or Scientific Book chapters)

71H. Azzag, B. Le Grand, M. Noirhomme-Fraiture, F. Picarougne, F. Poulet.

Atelier fouille visuelle de données (EGC'2012), N/A, January 2012, 64 p.

http://hal.inria.fr/hal-00746092
72V. Claveau, P. Sébillot.

Automatic Acquisition of GL Resources, Using an Explanatory, Symbolic Technique, in: Advances in Generative Lexicon Theory, Spinger, December 2012, chap. 19.

http://hal.inria.fr/hal-00760258
73Z. A. A. Ibrahim, P. Gros.

About TV Stream Macro-Segmentation: Approaches and Results, in: TV Content Analysis: Techniques and Applications, Y. Kompatsiaris, B. Merialdo, S. Lian (editors), CRC Press, March 2012. [ DOI : 10.1201/b11723-10 ]

http://hal.inria.fr/hal-00740992
74C. Raymond, V. Claveau.

Apprentissage supervisé et paresseux pour la fouille de textes, in: Expérimentations et évaluations en fouille de textes, Systèmes d'information et organisations documentaires, Hermes - Lavoisier, November 2012, ch11 p.

http://hal.inria.fr/hal-00760620

Books or Proceedings Editing

75B. L. Grand, F. Poulet (editors)

Revue d'intelligence artificielle RSTI série RIA Vol.26 (4) 2012 Extraction de connaissances et visualisation de grands réseaux, Revue d'intelligence artificielle, Hermes Lavoisier, 2012, 116 p.

http://hal.inria.fr/hal-00746088

Internal Reports

76A. Bourrier, F. Perronnin, R. Gribonval, P. Pérez, H. Jégou.

Nearest neighbor search for arbitrary kernels with explicit embeddings, Inria, August 2012, n^o RR-8040.

http://hal.inria.fr/hal-00722635

Other Publications

77A.-R. Simon.

Hierarchical Topic Segmentation of TV shows Automatic Transcripts, June 2012.

http://dumas.ccsd.cnrs.fr/dumas-00725338

References in notes

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81A. Gionis, P. Indyk, R. Motwani.

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82C. Harris, M. Stephens.

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Product Quantization for Nearest Neighbor Search, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, January 2011, vol. 33, n^o 1, p. 117–128. [ DOI : 10.1109/TPAMI.2010.57 ]

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84D. G. Lowe.

Distinctive image features from scale-invariant keypoints, in: International Journal of Computer Vision, 2004, vol. 60, n^o 2, p. 91–110.
85K. Murphy.

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86M. Ostendorf.

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87L. Rabiner, B.-H. Juang.

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90H. J. Wolfson, I. Rigoutsos.

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