Publications

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Publications of year 2011

Books and proceedings

  • D.A. Forsyth and J. Ponce. Computer Vision: A Modern Approach. (Second edition). Pearson Education Inc., 2011.


Articles in journal or book chapters

  • Sylvain Arlot and Alain Celisse. Segmentation of the mean of heteroscedastic data via cross-validation. Statistics and Computing, 21(4):613-632, 2011.


  • O. Duchenne, F. Bach, I.-S. Kweon, and J. Ponce. A tensor-based algorithm for high-order graph matching. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33(12):2383-2395, 2011.


  • R. Jenatton, J. Mairal, G. Obozinski, and F. Bach. Proximal Methods for Hierachichal Sparse Coding. Journal of Machine Learning Research, 12:2297-2334, 2011.


  • I. Junejo, E. Dexter, I. Laptev, and P. Pérez. View-Independent Action Recognition from Temporal Self-Similarities. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33(1):172-185, 2011.


  • H. Sahbi, J.-Y. Audibert, and R. Keriven. Context-Dependent Kernels for Object Classification. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33(4):699-708, 2011.


Conference articles

  • L. Benoît, J. Mairal, F. Bach, and J. Ponce. Sparse Image Representation with Epitomes. In IEEE Conference on Computer Vision and Pattern Recognition, 2011.


  • Y-L. Boureau, N. Le Roux, F. Bach, J. Ponce, and Y. LeCun. Ask the locals: Multi-way local pooling for image recognition. In International Conference on Computer Vision, 2011.


  • V. Delaitre, J. Sivic, and I. Laptev. Learning person-object interactions for action recognition in still images. In Advances in Neural Information Processing Systems, 2011.


  • O. Duchenne, A. Joulin, and J. Ponce. A Graph-Matching Kernel for Object Categorization. In International Conference on Computer Vision, 2011.


  • T.D. Hocking, A. Joulin, F. Bach, and J.P. Vert. Clusterpath An Algorithm for Clustering using Convex Fusion Penalties. In International Conference on Machine Learning, 2011.


  • J. Lezama, K. Alahari, J. Sivic, and 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.


  • A. Mishra, K. Alahari, and C. V. Jawahar. An MRF Model for Binarization of Natural Scene Text. In Proceedings of International Conference on Document Analysis and Recognition, 2011.


  • K. Raja, I. Laptev, P. Perez, and L. Oisel. Joint pose estimation and action recognition in image graphs. In International Conference on Image Processing, 2011.


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


  • M. Rodriguez, J. Sivic, I. Laptev, and J.-Y. Audibert. Data-driven Crowd Analysis. In International Conference on Computer Vision, 2011.


  • B. C. Russell, J. Sivic, J. Ponce, and 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.


  • M. Schmidt and K. Alahari. Generalized Fast Approximate Energy Minimization via Graph Cuts: Alpha-Expansion Beta-Shrink Moves. In Conference on Uncertainty in Artificial Intelligence, 2011.


  • A. Torii, J. Sivic, and T. Pajdla. Visual localization by linear combination of image descriptors. In Proceedings of the 2nd IEEE Workshop on Mobile Vision, with ICCV 2011, 2011.


  • O. Whyte, J. Sivic, and 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.


  • J. C. van Gemert. Exploiting Photographic Style for Category-Level Image Classification by Generalizing the Spatial Pyramid. In Intl. Conf. Multimedia Information Retrieval, 2011.


Internal reports

  • F. Couzinie, J. Mairal, F. Bach, and J. Ponce. Dictionary Learning for Deblurring and Digital Zoom. Technical report, 2011. Note: ArXiv:1110.0957.



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