Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

1A. Gaidon.

Structured Models for Action Recognition in Real-world Videos - Modèles Structurés pour la Reconnaissance d'Actions dans des Vidéos Réalistes, Université de Grenoble, October 2012.
2T. Mensink.

Apprentissage de Modèles pour la Classification et la Recherche d'Images, Université de Grenoble, October 2012.

http://hal.inria.fr/tel-00752022
3A. Prest.

Weakly supervised methods for learning actions and objects, Eidgenössische Technische Hochschule Zürich (ETHZ), September 2012.

http://hal.inria.fr/tel-00758797
4G. Sharma.

Semantic description of humans in images, Université de Caen, December 2012.

http://hal.inria.fr/tel-00767699

Articles in International Peer-Reviewed Journals

5M. Guillaumin, T. Mensink, J. Verbeek, C. Schmid.

Face recognition from caption-based supervision, in: International Journal of Computer Vision, 2012, vol. 96, n^o 1, p. 64-82.

http://hal.inria.fr/inria-00585834
6H. 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
7M. Marszalek, C. Schmid.

Accurate Object Recognition with Shape Masks, in: International Journal of Computer Vision, 2012, vol. 97, n^o 2.

http://hal.inria.fr/hal-00650941/en
8T. Mensink, J. Verbeek, G. Csurka.

Tree-structured CRF Models for Interactive Image Labeling, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012.

http://hal.inria.fr/hal-00688143
9A. Prest, V. Ferrari, C. Schmid.

Explicit modeling of human-object interactions in realistic videos, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, July 2012.

http://hal.inria.fr/hal-00720847
10A. Prest, C. Schmid, V. Ferrari.

Weakly supervised learning of interactions between humans and objects, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012, vol. 34, n^o 3.

http://hal.inria.fr/inria-00611482/en

International Conferences with Proceedings

11H. Bredin, J. Poignant, M. Tapaswi, G. Fortier, V. Bac Le, T. Napoléon, G. Hua, C. Barras, S. Rosset, L. Besacier, J. Verbeek, G. Quenot, F. Jurie, E. Hazim Kemal.

Fusion of speech, faces and text for person identification in TV broadcast, in: ECCV Workshop on Information fusion in Computer Vision for Concept Recognition, Florence, Italy, 2012.

http://hal.inria.fr/hal-00722884
12R. G. Cinbis, S. Sclaroff.

Contextual Object Detection using Set-based Classification, in: European Conference on Computer Vision, Firenze, Italy, October 2012.

http://hal.inria.fr/hal-00756638
13R. G. Cinbis, J. Verbeek, C. Schmid.

Image categorization using Fisher kernels of non-iid image models, in: IEEE Conference on Computer Vision & Pattern Recognition, Providence, United States, June 2012.

http://hal.inria.fr/hal-00685943
14M. Dudik, Z. Harchaoui, J. Malick.

Lifted coordinate descent for learning with trace-norm regularization, in: AISTATS - Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics - 2012, La Palma, Spain, April 2012.

http://hal.inria.fr/hal-00756802
15A. Gaidon, Z. Harchaoui, C. Schmid.

Recognizing activities with cluster-trees of tracklets, in: BMVC, Guildford, United Kingdom, September 2012.

http://hal.inria.fr/hal-00722955
16Z. Harchaoui, M. Douze, M. Paulin, M. Dudik, J. Malick.

Large-scale image classification with trace-norm regularization, in: IEEE Conference on Computer Vision & Pattern Recognition, Providence, United States, June 2012, p. 3386-3393.

http://hal.inria.fr/hal-00728388
17Z. Harchaoui, A. Juditsky, A. Nemirovski.

Conditional gradient algorithms for machine learning, in: NIPS Optimization Workshop, December 2012.
18T. Mensink, J. Verbeek, F. Perronnin, G. Csurka.

Metric Learning for Large Scale Image Classification: Generalizing to New Classes at Near-Zero Cost, in: ECCV - European Conference on Computer Vision, Florence, Italy, October 2012.

http://hal.inria.fr/hal-00722313
19F. Perronnin, Z. Akata, Z. Harchaoui, C. Schmid.

Towards Good Practice in Large-Scale Learning for Image Classification, in: Computer Vision and Pattern Recognition, Providence, Rhode Island, United States, June 2012.

http://hal.inria.fr/hal-00690014
20A. Prest, C. Leistner, J. Civera, C. Schmid, V. Ferrari.

Learning Object Class Detectors from Weakly Annotated Video, in: Computer Vision and Pattern Recognition, Providence, RI, United States, IEEE, June 2012.

http://hal.inria.fr/hal-00695940
21J. Revaud, M. Douze, C. Schmid.

Correlation-Based Burstiness for Logo Retrieval, in: ACM Multimedia 2012, Nara, Japan, November 2012.

http://hal.inria.fr/hal-00728502
22G. Sharma, F. Jurie, C. Schmid.

Discriminative Spatial Saliency for Image Classification, in: Computer Vision and Pattern Recognition, Providence, Rhode Island, United States, June 2012.

http://hal.inria.fr/hal-00714311
23G. Sharma, S. Ul Hussain, F. Jurie.

Local Higher-Order Statistics (LHS) for Texture Categorization and Facial Analysis, in: ECCV - European Conference on Computer Vision, Florence, Italy, August 2012.

http://hal.inria.fr/hal-00722819

Scientific Books (or Scientific Book chapters)

24R. Benavente, J. Van De Weijer, M. Vanrell, C. Schmid, R. Baldrich, J. Verbeek, D. Larlus.

Color Names, in: Color in Computer Vision, T. Gevers, A. Gijsenij, J. Van De Weijer, J.-M. Geusebroek (editors), Wiley, 2012.

http://hal.inria.fr/hal-00640930/en
25Z. Harchaoui, F. Bach.

Tree-walk kernels for computer vision, in: Image Processing and Analysis with Graphs: Theory and Practice, O. Lezoray, L. Grady (editors), Digital Imaging and Computer Vision Series, CRC Press, May 2012.

http://hal.inria.fr/hal-00756815

Internal Reports

26A. Gaidon, Z. Harchaoui, C. Schmid.

Action Detection with Actom Sequence Models, Inria, April 2012, n^o RR-7930.

http://hal.inria.fr/hal-00687312
27T. Mensink, J. Verbeek, F. Perronnin, G. Csurka.

Large Scale Metric Learning for Distance-Based Image Classification, Inria, September 2012, n^o RR-8077, 30 p.

http://hal.inria.fr/hal-00735908
28H. Wang, A. Kläser, C. Schmid, C.-L. Liu.

Dense trajectories and motion boundary descriptors for action recognition, Inria, August 2012, n^o RR-8050.

http://hal.inria.fr/hal-00725627

Other Publications

29S. Arlot, A. Celisse, Z. Harchaoui.

Kernel change-point detection, 2012, Available online at arXiv.

http://hal.inria.fr/hal-00671174
30M. Guerzhoy, A. Hertzmann.

Learning Latent Factor Models of Human Travel, December 2012, NIPS Workshop on Social Network and Social Media Analysis.

http://hal.inria.fr/hal-00756192
31D. Oneata, M. Douze, J. Revaud, S. Jochen, D. Potapov, H. Wang, Z. Harchaoui, J. Verbeek, C. Schmid, R. Aly, K. Mcguiness, S. Chen, N. O'Connor, K. Chatfield, O. Parkhi, R. Arandjelovic, A. Zisserman, F. Basura, T. Tuytelaars.

AXES at TRECVid 2012: KIS, INS, and MED, 2013, To appear.

http://hal.inria.fr/hal-00746874/en

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