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Publications of year 2011
Books and proceedings
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D.A. Forsyth and J. Ponce.
Computer Vision: A Modern Approach. (Second edition).
Pearson Education Inc.,
2011.
Articles in journal or book chapters
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F. Couzinie,
J. Mairal,
F. Bach,
and J. Ponce.
Dictionary Learning for Deblurring and Digital Zoom.
2011.
Note: Submitted to IJCV, pre-print ArXiv.
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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,
33:2383 - 2395,
2011.
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R. Jenatton,
J. Mairal,
G. Obozinski,
and F. Bach.
Proximal Methods for Hierachichal Sparse Coding.
Journal of Machine Learning Research,
12:2297-2334,
2011.
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J. Mairal,
F. Bach,
and J. Ponce.
Task-Driven Dictionary Learning.
IEEE Transactions on Pattern Analysis and Machine Intelligence,
2011.
Note: To appear. preprint ArXiv:1009.5358.
Conference articles
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L. Benoît,
J. Mairal,
F. Bach,
and J. Ponce.
Sparse Image Representation with Epitomes.
In IEEE Conference on Computer Vision and Pattern Recognition,
2011.
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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.
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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.
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O. Duchenne,
A. Joulin,
and J. Ponce.
A Graph-Matching Kernel for Object Categorization.
In International Conference on Computer Vision,
2011.
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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.
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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.
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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.
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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.
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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.
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M. Rodriguez,
J. Sivic,
I. Laptev,
and J.-Y. Audibert.
Data-driven Crowd Analysis.
In International Conference on Computer Vision,
2011.
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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.
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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.
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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.
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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.
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J. C. van Gemert.
Exploiting Photographic Style for Category-Level Image Classification by Generalizing the Spatial Pyramid.
In Intl. Conf. Multimedia Information Retrieval,
2011.
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