Publications

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Publications of year 2008

Thesis

  • Y. Furukawa. High-Fidelity Image-Based Modeling. Phd thesis, University of Illinois, Urbana-Champaign, 2008.


  • A. Kushal. Learning models for 3D object category recognition. Phd thesis, University of Illinois, Urbana-Champaign, 2008.


Articles in journal or book chapters

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


  • F. Bach. Consistency of the group Lasso and multiple kernel learning. Journal of Machine Learning Research, 9:1179-1225, 2008.


  • F. Bach. Consistency of trace norm minimization. Journal of Machine Learning Research, 9:1019-1048, 2008.


  • J. Mairal, G. Sapiro, and Michael Elad. Learning multiscale sparse representations for image and video restoration. SIAM Multiscale Modeling and Simulation, 7(1):214-241, April 2008.


  • A. Rakotomamonjy, F. Bach, S. Canu, and Y. Grandvalet. SimpleMKL. Journal of Machine Learning Research, 9:2491-2521, 2008.


  • J. Sivic and A. Zisserman. Efficient Visual Search for Objects in Videos. Proceedings of the IEEE, 96(4):548-566, 2008.


  • A. d'Aspremont, F. Bach, and L. El Ghaoui. Optimal solutions for sparse principal component analysis. Journal of Machine Learning Research, 9:1269-1294, 2008.


Conference articles

  • C. Archambeau and F. Bach. Sparse probabilistic projections. In Advances in Neural Information Processing Systems, 2008.


  • F. Bach. Bolasso: Model consistent Lasso estimation through the bootstrap. In International Conference on Machine Learning, 2008.


  • F. Bach. Graph kernels between point clouds. In International Conference on Machine Learning, 2008.


  • O. Duchenne, J.-Y. Audibert, R. Keriven, J. Ponce, and F. Segonne. Segmentation by transduction. In IEEE Conference on Computer Vision and Pattern Recognition, 2008.


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


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


  • Z. Harchaoui, F. Bach, and E. Moulines. Kernel change-point analysis. In Advances in Neural Information Processing Systems, 2008.


  • C. Liu, J. Yuen, A. Torralba, J. Sivic, and W. T. Freeman. SIFT Flow: Dense Correspondence across Different Scenes. In European Conference on Computer Vision, 2008.


  • J. Mairal, F. Bach, J. Ponce, G. Sapiro, and A. Zisserman. Discriminative Learned Dictionaries for Local Image Analysis. In IEEE Conference on Computer Vision and Pattern Recognition, 2008.


  • J. Mairal, F. Bach, J. Ponce, G. Sapiro, and A. Zisserman. Supervised Dictionary Learning. In Advances in Neural Information Processing Systems, 2008.


  • J. Mairal, Michael Elad, and G. Sapiro. Sparse Learned Representations for Image Restoration. In 4th World conference of the IASC (International Association for Statistical Computing), 2008. Note: Invited paper.


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


  • V. Mnih, Cs. Szepesvári, and J.-Y. Audibert. Empirical Bernstein stopping. In International Conference on Machine Learning, 2008.


  • James Philbin, Ondrej Chum, Michael Isard, J. Sivic, and A. Zisserman. Lost in Quantization: Improving Particular Object Retrieval in Large Scale Image Databases. In IEEE Conference on Computer Vision and Pattern Recognition, 2008.


  • James Philbin, J. Sivic, and A. Zisserman. Geometric LDA: A Generative Model for Particular Object Discovery. In British Machine Vision Conference, 2008.


  • H. Sahbi, J.-Y. Audibert, P. Etyngier, and R. Keriven. Context-Dependent Kernel Design for Object Matching and Recognition. In IEEE Conference on Computer Vision and Pattern Recognition, 2008.


  • H. Sahbi, P. Etyngier, J.-Y. Audibert, and R. Keriven. Manifold Learning using Robust Graph Laplacian for Interactive Image Retrieval. In IEEE Conference on Computer Vision and Pattern Recognition, 2008.


  • J. Sivic, Biliana Kaneva, A. Torralba, Shai Avidan, and William T. Freeman. Creating and Exploring a Large Photorealistic Virtual Space. In Proceedings of the First IEEE Workshop on Internet Vision, 2008.


  • J. Sivic, Bryan C. Russell, A. Zisserman, William T. Freeman, and Alyosha A. Efros. Unsupervised discovery of visual object class hierarchies. In IEEE Conference on Computer Vision and Pattern Recognition, 2008.


Internal reports

  • F. Bach, J. Mairal, and J. Ponce. Convex Sparse Matrix Factorizations. Technical report, December 2008. Note: ArXiv:0812.1869.



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