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Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

Articles in International Peer-Reviewed Journal

  • 3M. Guillaumin, T. Mensink, J. Verbeek, C. Schmid.

    Face recognition from caption-based supervision, in: International Journal of Computer Vision, 2011, To appear.

    http://hal.inria.fr/inria-00585834/en
  • 4H. 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
  • 5H. 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, To appear.

    http://hal.inria.fr/inria-00633013/en
  • 6M. Marszalek, C. Schmid.

    Accurate Object Recognition with Shape Masks, in: International Journal of Computer Vision, 2011, To appear.

    http://hal.inria.fr/hal-00650941/en
  • 7A. Prest, C. Schmid, V. Ferrari.

    Weakly supervised learning of interactions between humans and objects, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, To appear.

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

International Conferences with Proceedings

  • 8R. G. Cinbis, J. Verbeek, C. Schmid.

    Unsupervised Metric Learning for Face Identification in TV Video, in: International Conference on Computer Vision, Barcelona, Spain, November 2011.

    http://hal.inria.fr/inria-00611682/en
  • 9M. Douze, A. Ramisa, C. Schmid.

    Combining attributes and Fisher vectors for efficient image retrieval, in: IEEE Conference on Computer Vision & Pattern Recognition, Colorado Springs, United States, June 2011.

    http://hal.inria.fr/inria-00566293/en
  • 10M. Dudik, Z. Harchaoui, J. Malick.

    Coordinate descent for learning with trace-norm regularization , in: AISTATS, 2012.
  • 11A. Gaidon, Z. Harchaoui, C. Schmid.

    A time series kernel for action recognition, in: British Machine Vision Conference, Dundee, United Kingdom, August 2011.

    http://hal.inria.fr/inria-00613089/en
  • 12A. Gaidon, Z. Harchaoui, C. Schmid.

    Actom Sequence Models for Efficient Action Detection, in: IEEE Conference on Computer Vision & Pattern Recognition, Colorado Springs, United States, June 2011.

    http://hal.inria.fr/inria-00575217/en
  • 13H. 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
  • 14J. Krapac, J. Verbeek, F. Jurie.

    Learning Tree-structured Descriptor Quantizers for Image Categorization, in: British Machine Vision Conference, Dundee, United Kingdom, September 2011.

    http://hal.inria.fr/inria-00613118/en
  • 15J. Krapac, J. Verbeek, F. Jurie.

    Modeling Spatial Layout with Fisher Vectors for Image Categorization, in: International Conference on Computer Vision, Barcelona, Spain, November 2011.

    http://hal.inria.fr/inria-00612277/en
  • 16T. Mensink, J. Verbeek, T. Caetano.

    Learning to Rank and Quadratic Assignment, in: NIPS Workshop on Discrete Optimization in Machine Learning, Granada, Spain, December 2011.

    http://hal.inria.fr/hal-00645623/en
  • 17T. Mensink, J. Verbeek, G. Csurka.

    Learning structured prediction models for interactive image labeling, in: IEEE Conference on Computer Vision & Pattern Recognition (CVPR '11), Colorado Springs, United States, June 2011.

    http://hal.inria.fr/inria-00567374/en
  • 18H. Wang, A. Kläser, C. Schmid, L. Cheng-Lin.

    Action Recognition by Dense Trajectories, in: IEEE Conference on Computer Vision & Pattern Recognition, Colorado Springs, United States, June 2011, p. 3169-3176.

    http://hal.inria.fr/inria-00583818/en
  • 19C. 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

Conferences without Proceedings

  • 20M. 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, Gaithersburg, United States, December 2011.

    http://hal.inria.fr/hal-00648016/en

Scientific Books (or Scientific Book chapters)

  • 21R. 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, 2011, To appear.

    http://hal.inria.fr/hal-00640930/en
  • 22J. Weijer, T. Gevers, C. Schmid, A. Gijsenij.

    Color Ratios, in: Color in Computer Vision, T. Gevers, A. Gijsenij, J. Van De Weijer, J.-M. Geusebroek (editors), Wiley, 2011.

    http://hal.inria.fr/hal-00650946/en

Internal Reports