Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

• 1L. Amsaleg.
  A Database Perspective on Large Scale High-Dimensional Indexing, Université Rennes 1, November 2014, Habilitation à diriger des recherches.
  https://hal.inria.fr/tel-01097210
• 2M. Jain.
  Enhanced image and video representation for visual recognition, Université Rennes 1, April 2014.
  https://tel.archives-ouvertes.fr/tel-00996793

Articles in International Peer-Reviewed Journals

• 3C. Bai, J. Zhang, Z. Liu, W.-L. Zhao.
  K-means based histogram using multiresolution feature vectors for color texture database retrieval, in: Multimedia Tools and Applications, May 2014. [ DOI : 10.1007/s11042-014-2053-8 ]
  https://hal.inria.fr/hal-00997873
• 4A. Bourrier, F. Perronnin, R. Gribonval, P. Pérez, H. Jégou.
  Explicit embeddings for nearest neighbor search with Mercer kernels, in: Journal of Mathematical Imaging and Vision, January 2015, pp. 1-10. [ DOI : 10.1007/s10851-015-0555-2 ]
  https://hal.inria.fr/hal-00722635
• 5M. Bécue-Bertaut, B. A. Kostov, A. Morin, G. Naro.
  Rhetorical Strategy in Forensic Speeches: Multidimensional Statistics-Based Methodology, in: Journal of Classification, April 2014, vol. 31, n^o 1, pp. 85-106. [ DOI : 10.1007/s00357-014-9148-9 ]
  https://hal.inria.fr/hal-01026150
• 6V. Claveau, S. Lefèvre.
  Topic segmentation of TV-streams by watershed transform and vectorization, in: Computer Speech and Language, 2014, forthcoming.
  https://hal.archives-ouvertes.fr/hal-00998259
• 7J. D. Cruz Gomez, C. Bothorel, F. Poulet.
  Analyse intégrée des réseaux sociaux pour la détection et la visualisation de communautés, in: Technique et Science Informatiques (TSI), 2014, vol. 33, n^o 4, pp. 399-427.
  https://hal.archives-ouvertes.fr/hal-00937849
• 8C.-H. Demarty, C. Penet, M. Soleymani, G. Gravier.
  VSD, a public dataset for the detection of violent scenes in movies: design, annotation, analysis and evaluation, in: Multimedia Tools and Applications, May 2014. [ DOI : 10.1007/s11042-014-1984-4 ]
  https://hal.inria.fr/hal-01026152
• 9T.-N. Doan, T.-N. Do, F. Poulet.
  Classification d'images à grande échelle avec des SVMs, in: Traitement du Signal, 2014, vol. 31, n^o 1-2, pp. 39-56.
  https://hal.archives-ouvertes.fr/hal-00956405
• 10T.-N. Doan, T.-N. Do, F. Poulet.
  Large Scale Classifiers for Visual Classification Tasks, in: Multimedia Tools and Applications, 2014, 28 p.
  https://hal.archives-ouvertes.fr/hal-00952765
• 11T.-N. Doan, T.-N. Do, F. Poulet.
  Parallel Incremental Power Mean SVM for Classification of Large Scale Visual Datasets, in: International Journal of Multimedia Information Retrieval, 2014, vol. 3, n^o 2, pp. 89-96.
  https://hal.archives-ouvertes.fr/hal-00943187
• 12K. Elagouni, C. Garcia, F. Mamalet, P. Sébillot.
  Text Recognition in Multimedia Documents: A Study of two Neural-based OCRs Using and Avoiding Character Segmentation, in: International Journal on Document Analysis and Recognition, IJDAR, March 2014, vol. 17, n^o 1, pp. 19-31. [ DOI : 10.1007/s10032-013-0202-7 ]
  https://hal.archives-ouvertes.fr/hal-00867225
• 13P.-H. Gosselin, N. Murray, H. Jégou, F. Perronnin.
  Revisiting the Fisher vector for fine-grained classification, in: Pattern Recognition Letters, November 2014, vol. 49, pp. 92-98.
  https://hal.archives-ouvertes.fr/hal-01056223
• 14O. Kihl, D. Picard, P.-H. Gosselin.
  Local polynomial space–time descriptors for action classification, in: Machine Vision and Applications, 2014, pp. 1-11. [ DOI : 10.1007/s00138-014-0652-z ]
  https://hal.archives-ouvertes.fr/hal-01097536
• 15O. Kihl, D. Picard, P.-H. Gosselin.
  A Unified framework for local visual descriptors evaluation, in: Pattern Recognition, April 2015, vol. 48, pp. 1170-1180. [ DOI : 10.1016/j.patcog.2014.11.013 ]
  https://hal.archives-ouvertes.fr/hal-01089310
• 16V. F. Mota, E. D. A. Perez, S. Maciel Luiz Maurílio Da, M. B. Vieira, P.-H. Gosselin.
  A tensor motion descriptor based on histograms of gradients and optical flow, in: Pattern Recognition Letters, April 2014, vol. 39, pp. 85-91. [ DOI : 10.1016/j.patrec.2013.08.008 ]
  https://hal.archives-ouvertes.fr/hal-00861395
• 17C. Penet, C.-H. Demarty, G. Gravier, P. Gros.
  Variability Modelling for Audio Events Detection in Movies, in: Multimedia Tools and Applications, July 2014. [ DOI : 10.1007/s11042-014-2038-7 ]
  https://hal.inria.fr/hal-01026151
• 18G. Tolias, H. Jégou.
  Visual query expansion with or without geometry: refining local descriptors by feature aggregation, in: Pattern Recognition, April 2014.
  https://hal.inria.fr/hal-00971267
• 19L. Weng, L. Amsaleg, A. Morton, S. Marchand-Maillet.
  A Privacy-Preserving Framework for Large-Scale Content-Based Information Retrieval , in: Information Forensics and Security, IEEE Transactions on, 2014, 16 p. [ DOI : 10.1109/TIFS.2014.2365998 ]
  https://hal.inria.fr/hal-01083328

International Conferences with Proceedings

• 20B. Arnulphy, V. Claveau, X. Tannier, A. Vilnat.
  Techniques d'apprentissage supervisé pour l'extraction d'événements TimeML en anglais et français, in: CORIA - Conférence en recherche d'information et applications, Nancy, France, March 2014, 16 p.
  https://hal.archives-ouvertes.fr/hal-01027563
• 22R. Balu, T. Furon, H. Jégou.
  Beyond "project and sign" for cosine estimation with binary codes, in: ICASPP - International Conference on Acoustics, Speech, and Signal Processing, Florence, Italy, IEEE, May 2014.
  https://hal.inria.fr/hal-00942075
• 23B. Bhattarai, A. Mignon, F. Jurie, T. Furon.
  Puzzling Face Verification Algorithms for Privacy Protection, in: IEEE Workshop on Information Forensics and Security, Atlanta, United States, Y. L. Sun, V. H. Zhao (editors), IEEE, December 2014.
  https://hal.inria.fr/hal-01066070
• 24M. H. Boukadida, S.-A. Berrani, P. Gros.
  A Novel Modeling for Video Summarization Using Constraint Satisfaction Programming, in: International Symposium On Visual Computing, Las Vegas, United States, G. Bebis, R. Boyle, B. Parvin, D. Koracin, R. McMahan, J. Jerald, H. Zhang, S. Drucker, C. Kambhamettu, M. El Choubassi, Z. Deng, M. Carlson (editors), Advances in Visual Computing, Springer International Publishing, December 2014, vol. 8888. [ DOI : 10.1007/978-3-319-14364-4_20 ]
  https://hal.inria.fr/hal-01100037
• 25V. Claveau, T. Hamon, N. Grabar, S. Le Maguer.
  RePaLi participation to CLEF eHealth IR challenge 2014: leveraging term variation, in: Conference and Labs of the Evaluation Forum CLEF, Sheffield, United Kingdom, September 2014, 13 p.
  https://hal.archives-ouvertes.fr/hal-01027534
• 26V. Claveau, E. Kijak.
  Generating and using probabilistic morphological resources for the biomedical domain, in: LREC - 9th edition of the Language Resources and Evaluation Conference, Reykjavik, Iceland, May 2014, 7 p.
  https://hal.archives-ouvertes.fr/hal-01027778
• 27V. Claveau, E. Kijak, O. Ferret.
  Improving distributional thesauri by exploring the graph of neighbors, in: COLING - International Conference on Computational Linguistics, Dublin, Ireland, August 2014, 12 p.
  https://hal.archives-ouvertes.fr/hal-01027545
• 28V. Claveau, A. Ncibi.
  Knowledge discovery with CRF-based clustering of named entities without a priori classes, in: Conference on Intelligent Text Processing and Computational Linguistics CICLing, Kathmandu, Nepal, A. Gelbukh (editor), LNCS, Springer, April 2014, vol. 8403, n^o 1-2, pp. 415-428.
  https://hal.archives-ouvertes.fr/hal-01027520
• 29A. Delvinioti, H. Jégou, L. Amsaleg, M. E. Houle.
  Image Retrieval with Reciprocal and shared Nearest Neighbors, in: VISAPP–International Conference on Computer Vision Theory and Applications, Barcelone, Portugal, January 2014.
  https://hal.inria.fr/hal-00907481
• 30M. Douze, H. Jégou.
  The Yael library, in: ACM Multimedia, Orlondo, United States, November 2014.
  https://hal.inria.fr/hal-01020695
• 31J. Fellus, D. Picard, P.-H. Gosselin.
  Dimensionality reduction in decentralized networks by Gossip aggregation of principal components analyzers, in: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges, Belgium, April 2014, pp. 171-176.
  https://hal.archives-ouvertes.fr/hal-00985721
• 32T. Furon, M. Desoubeaux.
  Tardos codes for real, in: IEEE Workshop on Information Forensics and Security, Atlanta, United States, IEEE, December 2014.
  https://hal.inria.fr/hal-01066043
• 33O. Galibert, J. Leixa, A. Gilles, K. Choukri, G. Gravier.
  The ETAPE Speech Processing Evaluation, in: Conference on Language Resources and Evaluation, Reykyavik, Iceland, May 2014.
  https://hal.archives-ouvertes.fr/hal-01083636
• 34G. Gravier, N. Souviraà-Labastie, S. Campion, F. Bimbot.
  Audio thumbnails for spoken content without transcription based on a maximum motif coverage criterion, in: Annual Conference of the International Speech Communication Association, Singapour, Singapore, September 2014.
  https://hal.archives-ouvertes.fr/hal-01026402
• 35M. Jain, J. Van Gemert, H. Jégou, P. Bouthemy, C. Snoek.
  Action localization with tubelets from motion, in: CVPR - International Conference on Computer Vision and Pattern Recognition, Columbus, United States, June 2014.
  https://hal.inria.fr/hal-00996844
• 36H. Jégou, A. Zisserman.
  Triangulation embedding and democratic aggregation for image search, in: CVPR - International Conference on Computer Vision and Pattern Recognition, Columbus, United States, June 2014.
  https://hal.inria.fr/hal-00977321
• 37B. Þ. Jónsson, Á. Eríksdóttir, Ó. Waage, G. Tómasson, H. Sigurþórsson, L. Amsaleg.
  $M^3$ + $P^3$+ $O^3$ = Multi-D Photo Browsing, in: International Conference on MultiMedia Modeling, Dublin, Ireland, January 2014.
  https://hal.inria.fr/hal-00925464
• 38B. T. Jónsson, G. Tómasson, H. Sigurþórsson, Á. Eríksdóttir, L. Amsaleg, M. K. Larusdottir.
  A Multi-Dimensional Data Model for Personal Photo Browsing, in: International Conference on Multimedia Modelling, Sydney, Australia, 2015.
  https://hal.inria.fr/hal-01083344
• 39J. Krapac, F. Perronnin, T. Furon, H. Jégou.
  Instance classification with prototype selection, in: ICMR - ACM International Conference on Multimedia Retrieval, Glasgow, United Kingdom, April 2014.
  https://hal.inria.fr/hal-00942275
• 40A. Laurent, N. Camelin, C. Raymond.
  Boosting bonsai trees for efficient features combination : application to speaker role identification, in: Interspeech, Singapour, Singapore, September 2014.
  https://hal.inria.fr/hal-01025171
• 41A. Laurent, N. Camelin, C. Raymond.
  Boosting de bonzaïs pour la combinaison efficace de descripteurs : application à l'identification du rôle du locuteur, in: Journée d'Etude sur la Parole, Le Mans, France, June 2014.
  https://hal.inria.fr/hal-01025142
• 42B. Ludusan, G. Gravier, E. Dupoux.
  Incorporating Prosodic Boundaries in Unsupervised Term Discovery, in: International conference on Speech Prosody, Dublin, Ireland, May 2014, pp. 207-211.
  https://hal.archives-ouvertes.fr/hal-01026421
• 43B. Ludusan, M. Versteegh, A. Jansen, G. Gravier, X.-N. Cao, M. Johnson, E. Dupoux.
  Bridging the gap between speech technology and natural language processing: an evaluation toolbox for term discovery systems, in: Language Resources and Evaluation Conference, Reykyavik, Iceland, May 2014.
  https://hal.inria.fr/hal-01026368
• 44B. Ludusan, S. Ziegler, G. Gravier.
  Is Syllable Stress Information Robust for ASR in Adverse Conditions?, in: International Conference on Speech Prosody, Dublin, Ireland, May 2014, pp. 939-943.
  https://hal.archives-ouvertes.fr/hal-01026423
• 45R. Negrel, D. Picard, P.-H. Gosselin.
  Efficient Dimension Reduction Of Global Signature With Sparse Projectors For Image Near Duplicate Retrieval, in: IAPR International Conference on Pattern Recognition, Stockholm, Sweden, August 2014, 6 p.
  https://hal.archives-ouvertes.fr/hal-01064050
• 46R. Negrel, D. Picard, P.-H. Gosselin.
  Evaluation of Second-order Visual Features for Land-Use Classification, in: 12th International Workshop on Content-Based Multimedia Indexing, France, June 2014, 5 p.
  https://hal.archives-ouvertes.fr/hal-01022971
• 47R. Negrel, D. Picard, P.-H. Gosselin.
  Dimensionality reduction of visual features using sparse projectors for content-based image retrieval, in: IEEE International Conference on Image Processing, Paris, France, October 2014, pp. 2192-2196.
  https://hal.archives-ouvertes.fr/hal-01081770
• 48B. Qu, F. Vallet, J. Carrive, G. Gravier.
  Content-based inference of hierarchical structural grammar for recurrent TV programs using multiple sequence alignment, in: IEEE International Conference on Multimedia and Expo, Chengdu, China, July 2014.
  https://hal.archives-ouvertes.fr/hal-01026335
• 49B. Qu, F. Vallet, J. Carrive, G. Gravier.
  Using grammar induction to discover the structure of recurrent TV programs, in: International Conferences on Advances in Multimedia, Nice, France, February 2014, pp. 112-117.
  https://hal.archives-ouvertes.fr/hal-01026331
• 50B. Qu, F. Vallet, J. Carrive, G. Gravier.
  Content-based discovery of multiple structures from episodes of recurrent TV programs based on grammatical inference, in: International Conference on Multimedia Modelling, Sydney, Australia, January 2015.
  https://hal.archives-ouvertes.fr/hal-01089237
• 51Y. Ricquebourg, C. Raymond, B. Poirriez, A. Lemaitre, B. Coüasnon.
  Boosting bonsai trees for handwritten/printed text discrimination, in: Document Recognition and Retrieval (DRR), San Francisco, United States, February 2014.
  https://hal.archives-ouvertes.fr/hal-00910718
• 52M. Shi, T. Furon, H. Jégou.
  A Group Testing Framework for Similarity Search in High-dimensional Spaces, in: ACM Multimedia, Orlondo, United States, November 2014.
  https://hal.inria.fr/hal-01062531
• 53A.-R. Simon, G. Gravier, P. Sébillot, M.-F. Moens.
  IRISA and KUL at MediaEval 2014: Search and Hyperlinking Task, in: MediaEval 2014 Workshop, Barcelona, Spain, Working Notes Proceedings of the MediaEval 2014 Workshop, October 2014.
  https://hal.archives-ouvertes.fr/hal-01094850
• 54A.-R. Simon, C. Guinaudeau, P. Sébillot, G. Gravier.
  Investigating domain-independent NLP techniques for precise target selection in video hyperlinking, in: ISCA/IEEE Workshop on Speech, Language and Audio in Multimedia, Penang, Malaysia, September 2014.
  https://hal.archives-ouvertes.fr/hal-01053698
• 55H. Tabia, H. Laga, D. Picard, P.-H. Gosselin.
  Covariance Descriptors for 3D Shape Matching and Retrieval, in: IEEE Conference on Computer Vsion and Pattern Recognition, Columbus, Ohio, United States, June 2014, 8 p.
  https://hal.archives-ouvertes.fr/hal-01022970
• 56N. Thély, F. Moreau, V. Claveau, E. Tolone.
  La critique d'art au banc d'essai des humanités numériques, in: DI - Digital intelligence, Nantes, France, September 2014, 5 p.
  https://hal.archives-ouvertes.fr/hal-01052806
• 57G. Tolias, T. Furon, H. Jégou.
  Orientation covariant aggregation of local descriptors with embeddings, in: European Conference on Computer Vision, Zurich, Switzerland, September 2014.
  https://hal.inria.fr/hal-01020823

National Conferences with Proceedings

• 58V. Claveau.
  Agrégation de sac-de-sacs-de-mots pour la recherche d'information par modèles vectoriels, in: EGC - 14 ème conférence Extraction et Gestion des Connaissances, Rennes, France, January 2014, 6 p.
  https://hal.archives-ouvertes.fr/hal-01027719
• 59V. Claveau, P. Gros.
  Clustering de données relationnelles pour la structuration de flux télévisuels, in: EGC - 14 ème conférence Extraction et Gestion des Connaissances, Rennes, France, January 2014, 6 p.
  https://hal.archives-ouvertes.fr/hal-01027763
• 60V. Claveau, E. Kijak, O. Ferret.
  Explorer le graphe de voisinage pour améliorer les thésaurus distributionnels, in: TALN - 21ème conférence sur le Traitement Automatique des Langues Naturelles, Marseille, France, July 2014, 12 p.
  https://hal.archives-ouvertes.fr/hal-01027787
• 61S. Le Maguer, E. Delais-Roussarie, N. Barbot, M. Avanzi, O. Rosec, D. Lolive.
  Algorithme de découpage en groupes prosodiques pour la dictée par l'usage de synthèse vocale, in: JEP - 30ème édition des Journées d'Etudes sur la Parole, Le Mans, France, June 2014.
  https://hal.inria.fr/hal-00977456
• 62H. Yoo, S. Le Maguer, E. Delais-Roussarie, N. Barbot, D. Lolive.
  Evaluation d'un algorithme de chunking appliqué à la dictée, in: JEP - 30ème édition des Journées d'Etudes sur la Parole, Le Mans, France, June 2014.
  https://hal.inria.fr/hal-00977445

Scientific Books (or Scientific Book chapters)

• 63Second IEEE/ISCA Workshop on Speech, Language and Audio in Multimedia, Proceedings of the Second IEEE/ISCA Workshop on Speech, Language and Audio in Multimedia, September 2014.
  https://hal.archives-ouvertes.fr/hal-01083630
• 64C.-H. Demarty, C. Penet, B. Ionescu, G. Gravier, M. Soleymani.
  Multimodal Violence Detection in Hollywood Movies: State-of-the-Art and Benchmarking, in: Fusion in Computer Vision, B. Ionescu, J. Benois-Pineau, T. Piatrik, G. Quénot (editors), Advances in Computer Vision and Pattern Recognition, Springer International Publishing, 2014, pp. 185-208. [ DOI : 10.1007/978-3-319-05696-8_8 ]
  https://hal.inria.fr/hal-00968515
• 65T.-N. Doan, F. Poulet.
  Large Scale Support Vector Machines Algorithms for Visual Recognition, Scholars' Press, May 2014, 164 p.
  https://hal.archives-ouvertes.fr/hal-01064443
• 66T.-N. Doan, F. Poulet.
  Large Scale Image Classification: fast Feature Extraction, Multi-CodeBook Approach and SVM Training, in: AKDM-4, Advances in Knowledge Discovery and Management, Vol.4, Studies in Computational Intelligence, Springer-Verlag, 2014, pp. 159-176.
  https://hal.archives-ouvertes.fr/hal-00907533
• 67T. Gaillat, P. Sébillot, N. Ballier.
  Automated classification of unexpected uses of this and that in a learner corpus of English, in: Recent Advances in Corpus Linguistics - Developing and Exploiting Corpora, L. Vandelanotte, K. Davidse, C. Gentens, D. Kimps (editors), Language and Computers 78, Rodopi, 2014, pp. 309-324.
  https://hal.archives-ouvertes.fr/hal-01058760
• 68P. Sébillot.
  Le traitement automatique des langues face aux données textuelles volumineuses et potentiellement dégradées : qu'est-ce que cela change ?, in: Big data : nouvelles partitions de l'information. Actes du colloque de l'Inria, octobre 2014, L. Calderan, J. Millet (editors), Information et stratégie, De Boeck, January 2015, pp. 35-49.
  https://hal.archives-ouvertes.fr/hal-01056396

Internal Reports

• 69R. Qader, G. Lecorvé, D. Lolive, P. Sébillot.
  Phonology Modelling for Expressive Speech Synthesis: a Review, July 2014, n^o PI-2020.
  https://hal.inria.fr/hal-01021911
• 70L. Weng, L. Amsaleg, S. Marchand-Maillet, A. Morton.
  A Privacy-Preserving Framework for Large-Scale Content-Based Information Retrieval, February 2014, n^o 14.01.
  https://hal.inria.fr/hal-01059560

References in notes

• 71M. Agosti, J. Allan.
  Special issue on methods and tools for the automatic construction of hypertext, in: Information Processing and Retrieval, 1997, vol. 33, n^o 2.
• 72C. A. Bhatt, M. S. Kankanhalli.
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• 73O. Chum, J. Matas.
  Large-Scale Discovery of Spatially Related Images, in: Pattern Analysis and Machine Intelligence, 2010, vol. 32, n^o 2, pp. 371-377.
• 74M. Eskevich, G. J. Jones, S. Chen, R. Aly, R. Ordelman, D. Nadeem, C. Guinaudeau, G. Gravier, P. Sébillot, T. D. Nies, P. Debevere, R. V. de Walle, P. Galušcková, P. Pecina, M. Larson.
  Multimedia Information Seeking through Search And Hyperlinking, in: Intl. Conf. on Multimedia Retrieval, 2013.
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  ARGOS: Automatically extracting Repeating Objects from multimedia Streams, in: IEEE Trans. on Multimedia, Feb. 2006, vol. 8, n^o 1, pp. 115–129.
• 76A. Park, J. R. Glass.
  Unsupervised pattern discovery in speech, in: IEEE Transaction on Acoustic, Speech and Language Processing, Jan. 2008, vol. 16, n^o 1, pp. 186–197.
• 77K. M. Pua, J. Gauch, S. E. Guch, J. Z. Miadowicz.
  Real time repeated video sequence identification, in: Computer Vision and Image Understanding, 2004, vol. 93, n^o 2004, pp. 310–327.
• 78C. G. M. Snoek, M. Worring.
  Multimodal Video Indexing: A Review of the State-of-the-Art, in: Multimedia Tools and Applications, 2005, vol. 25, n^o 1, pp. 5–35.
• 79O. de Rooij, M. Worring.
  Browsing Video Along Multiple Threads, in: IEEE Transactions on Multimedia, 2010, vol. 12, n^o 2, pp. 121–130.