Publications

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Publications of Jean Ponce

Books and proceedings

  • J. Ponce, M. Hebert, C. Schmid, and A. Zisserman. Toward Category-Level Object Recognition, volume 4170. Springer-Verlag Lecture Notes in Computer Science, 2007.


  • D.A. Forsyth and J. Ponce. Computer Vision: A Modern Approach. Prentice-Hall, 2003.


Articles in journal or book chapters

  • Julien Mairal, Francis Bach, Jean Ponce, and Guillermo Sapiro. Online Learning for Matrix Factorization and Sparse Coding. Journal of Machine Learning Research, 11:19-60, January 2010.


  • Yasutaka Furukawa and Jean Ponce. Accurate Camera Calibration from Multi-View Stereo and Bundle Adjustment. International Journal of Computer Vision, 84(3), september 2009.


  • Yasutaka Furukawa and Jean Ponce. Accurate, Dense, and Robust Multi-View Stereopsis. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2009. Note: To appear.


  • Yasutaka Furukawa and Jean Ponce. Carved Visual Hulls for Image-Based Modeling. International Journal of Computer Vision, 81(1):53-67, January 2009.


  • J. Ponce. Comment donner un sens à l'image numérique. La Recherche, November 2009.


  • S. Lazebnik, C. Schmid, and J. Ponce. Object Categorization: Computer and Human Vision Perspectives, chapter Spatial Pyramid Matching. Cambridge University Press, 2008. Note: In press.


  • J. Erickson, S. Thite, F. Rothganger, and J. Ponce. Capturing a Convex Object with Three Discs. IEEE Trans. Robotics and Automation, 6(23):1133-1140, 2007.


  • Svetlana Lazebnik, Yasutaka Furukawa, and Jean Ponce. Projective Visual Hulls. International Journal of Computer Vision, 74(2):137-165, 2007.


  • Fred Rothganger, Svetlana Lazebnik, Cordelia Schmid, and Jean Ponce. Segmenting, Modeling, and Matching Video Clips Containing Multiple Moving Objects. IEEE Transactions on Pattern Analysis and Machine Intelligence, 29(3):477-491, 2007.


  • Yasutaka Furukawa, Amit Sethi, Jean Ponce, and David Kriegman. Robust Structure and Motion from Outlines of Smooth Curved Surfaces. IEEE Transactions on Pattern Analysis and Machine Intelligence, 28(2):302-315, 2006.


  • Svetlana Lazebnik, Cordelia Schmid, and Jean Ponce. A Discriminative Framework for Texture and Object Recognition Using Local Image Features. Toward Category-Level Object Recognition, Springer-Verlag Lecture Notes in Computer Science, 2006.


  • Jean Ponce, T. L. Berg, M. Everingham, D. A. Forsyth, M. Hebert, S. Lazebnik, M. Marszalek, C. Schmid, B. C. Russell, A. Torralba, C. K. I. Williams, J. Zhang, and A. Zisserman. Dataset Issues in Object Recognition. Toward Category-Level Object Recognition, Springer-Verlag Lecture Notes in Computer Science, 2006.


  • Fred Rothganger, Svetlana Lazebnik, Cordelia Schmid, and Jean Ponce. 3D Object Modeling and Recognition Using Local Affine-Invariant Image Descriptors and Multi-View Spatial Constraints. International Journal of Computer Vision, 66(3):231-259, 2006.


  • Fred Rothganger, Svetlana Lazebnik, Cordelia Schmid, and Jean Ponce. 3D Object Modeling and Recognition from Photographs and Image Sequences. Toward Category-Level Object Recognition, Springer-Verlag Lecture Notes in Computer Science, 2006.


Conference articles

  • Y-Lan Boureau, Francis Bach, Yann LeCun, and Jean Ponce. Learning Mid-Level Features For Recognition. In IEEE Conference on Computer Vision and Pattern Recognition, 2010. Note: To appear.


  • Olivier Duchenne, Francis Bach, Inso Kweon, and Jean Ponce. A Tensor-Based Algorithm for High-Order Graph Matching. In IEEE Conference on Computer Vision and Pattern Recognition, 2009.


  • Olivier Duchenne, Ivan Laptev, Josef Sivic, Francis Bach, and Jean Ponce. Automatic Annotation of Human Actions in Video. In International Conference on Computer Vision, 2009.


  • Yasutaka Furukawa and Jean Ponce. Dense 3D Motion Capture for Human Faces. In IEEE Conference on Computer Vision and Pattern Recognition, 2009.


  • Hui Kong, Jean-Yves Audibert, and Jean Ponce. Vanishing Point Detection for Road Detection. In IEEE Conference on Computer Vision and Pattern Recognition, 2009.


  • Julien Mairal, Francis Bach, Jean Ponce, and Guillermo Sapiro. Online Dictionary Learning for Sparse Coding. In International Conference on Machine Learning, 2009.


  • Julien Mairal, Francis Bach, Jean Ponce, Guillermo Sapiro, and Andrew Zisserman. Non-local Sparse Models for Image Restoration. In International Conference on Computer Vision, 2009.


  • Jean Ponce. What is a camera?. In IEEE Conference on Computer Vision and Pattern Recognition, 2009.


  • Olivier Duchenne, Jean-Yves Audibert, Renaud Keriven, Jean Ponce, and Florent Segonne. Segmentation by transduction. In IEEE Conference on Computer Vision and Pattern Recognition, 2008.


  • Yasutaka Furukawa and Jean Ponce. Accurate camera calibration from multi-view stereo and bundle adjustment.. In IEEE Conference on Computer Vision and Pattern Recognition, 2008.


  • Yasutaka Furukawa and Jean Ponce. Dense 3D motion capture from synchronized video streams.. In IEEE Conference on Computer Vision and Pattern Recognition, 2008.


  • Julien Mairal, Francis Bach, Jean Ponce, Guillermo Sapiro, and Andrew Zisserman. Discriminative Learned Dictionaries for Local Image Analysis. In IEEE Conference on Computer Vision and Pattern Recognition, 2008.


  • Julien Mairal, Francis Bach, Jean Ponce, Guillermo Sapiro, and Andrew Zisserman. Supervised Dictionary Learning. In Conference on Neural Information Processing Systems, 2008.


  • Julien Mairal, Marius Leordeanu, Francis Bach, Martial Hebert, and Jean Ponce. Discriminative Sparse Image Models for Class-Specific Edge Detection and Image Interpretation. In European Conference on Computer Vision, 2008.


  • Yasutaka Furukawa and Jean Ponce. Accurate, Dense, and Robust Multi-View Stereopsis.. In IEEE Conference on Computer Vision and Pattern Recognition, 2007.


  • Akash Kushal, Cordelia Schmid, and Jean Ponce. Flexible Object Models for Category-Level 3D Object Recognition.. In IEEE Conference on Computer Vision and Pattern Recognition, 2007.


  • Yasutaka Furukawa and Jean Ponce. Carved Visual Hulls for Image-Based Modeling. In European Conference on Computer Vision, volume I, pages 564-577, 2006.


  • Akash Kushal and Jean Ponce. Modeling 3D Objects from Stereo Views and Recognizing them in Photographs. In European Conference on Computer Vision, volume II, pages 563-574, 2006.


  • Akash Kushal, Mandar Rahurkar, Li Fei-Fei, Jean Ponce, and Thomas Huang. Audio-Visual Speaker Localization Using Graphical Models. In International Conference on Pattern Recognition, 2006.


  • Svetlana Lazebnik, Cordelia Schmid, and Jean Ponce. Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories. In IEEE Conference on Computer Vision and Pattern Recognition, volume II, pages 2169-2178, 2006.


  • Kenton McHenry and Jean Ponce. A Geodesic Active Contour Framework for Finding Glass. In IEEE Conference on Computer Vision and Pattern Recognition, volume I, pages 1038-1044, 2006.


Internal reports

  • Francis Bach, Julien Mairal, and Jean Ponce. Convex Sparse Matrix Factorizations. Technical report, December 2008. Note: ArXiv:0812.1869.



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