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Bibliography

Publications of the year

Articles in International Peer-Reviewed Journal

  • 1F. Couzinie, J. Mairal, F. Bach, J. Ponce.

    Dictionary Learning for Deblurring and Digital Zoom, in: International Journal of Computer Vision, 2011, In submission, pre-print ArXiv.
  • 2O. Duchenne, F. Bach, I.-S. Kweon, J. Ponce.

    A tensor-based algorithm for high-order graph matching., in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, vol. 33, no 12, p. 2383–2395.
  • 3R. Jenatton, J. Mairal, G. Obozinski, F. Bach.

    Proximal Methods for Hierarchical Sparse Coding, in: Journal of Machine Learning Research, July 2011, no 12, p. 2297-2334.

    http://hal.inria.fr/inria-00516723/en
  • 4J. Mairal, F. Bach, J. Ponce.

    Task-Driven Dictionary Learning, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, to appear. preprint ArXiv:1009.5358.
  • 5O. Whyte, J. Sivic, A. Zisserman, J. Ponce.

    Non-uniform Deblurring for Shaken Images, in: International Journal of Computer Vision, 2011.

International Conferences with Proceedings

  • 6L. Benoît, J. Mairal, F. Bach, J. Ponce.

    Sparse Image Representation with Epitomes, in: Computer Vision and Pattern Recognition, Colorado Springs, United States, June 2011.

    http://hal.inria.fr/hal-00631652/en
  • 7Y-L. Boureau, N. Le Roux, F. Bach, J. Ponce, Y. LeCun.

    Ask the locals: Multi-way local pooling for image recognition, in: International Conference on Computer Vision, 2011.
  • 8V. Delaitre, J. Sivic, I. Laptev.

    Learning person-object interactions for action recognition in still images, in: Advances in Neural Information Processing Systems, 2011.
  • 9O. Duchenne, A. Joulin, J. Ponce.

    A Graph-Matching Kernel for Object Categorization, in: International Conference on Computer Vision, 2011.
  • 10T. Hocking, A. Joulin, F. Bach, J. Vert.

    Clusterpath An Algorithm for Clustering using Convex Fusion Penalties, in: International Conference on Machine Learning (ICML), 2011.
  • 11J. Lezama, K. Alahari, J. Sivic, I. Laptev.

    Track to the Future: Spatio-temporal Video Segmentation with Long-range Motion Cues, in: IEEE Conference on Computer Vision and Pattern Recognition, 2011.
  • 12A. Mishra, K. Alahari, C. V. Jawahar.

    An MRF Model for Binarization of Natural Scene Text, in: Proceedings of International Conference on Document Analysis and Recognition, 2011.
  • 13K. Raja, I. Laptev, P. Perez, L. Oisel.

    Joint pose estimation and action recognition in image graphs, in: International Conference on Image Processing, 2011.
  • 14M. Rodriguez, I. Laptev, J. Sivic, J.-Y. Audibert.

    Density-aware person detection and tracking in crowds, in: International Conference on Computer Vision, 2011.
  • 15M. Rodriguez, J. Sivic, I. Laptev, J.-Y. Audibert.

    Data-driven Crowd Analysis, in: International Conference on Computer Vision, 2011.
  • 16B. C. Russell, J. Sivic, J. Ponce, H. Dessales.

    Automatic Alignment of Paintings and Photographs Depicting a 3D Scene, in: 3rd International IEEE Workshop on 3D Representation for Recognition (3dRR-11), with ICCV 2011, 2011.
  • 17M. Schmidt, K. Alahari.

    Generalized Fast Approximate Energy Minimization via Graph Cuts: Alpha-Expansion Beta-Shrink Moves, in: UAI 2011 - 27th Conference on Uncertainty in Artificial Intelligence, Barcelona, Spain, July 2011.

    http://hal.inria.fr/inria-00617524/en
  • 18A. Torii, J. Sivic, T. Pajdla.

    Visual localization by linear combination of image descriptors, in: Proceedings of the 2nd IEEE Workshop on Mobile Vision, with ICCV 2011, 2011.
  • 19O. Whyte, J. Sivic, A. Zisserman.

    Deblurring Shaken and Partially Saturated Images, in: Proceedings of the IEEE Workshop on Color and Photometry in Computer Vision, with ICCV 2011, 2011.
  • 20J. C. van Gemert.

    Exploiting Photographic Style for Category-Level Image Classification by Generalizing the Spatial Pyramid, in: Intl. Conf. Multimedia Information Retrieval, 2011.

Scientific Books (or Scientific Book chapters)

  • 21D. Forsyth, J. Ponce.

    Computer Vision: A Modern Approach. (Second edition), Pearson Education Inc., 2011.

Internal Reports