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Journal Papers

• G.Yu and G. Sapiro, Statistical Compressive Sensing of Gaussian Mixture Models, submitted, arxiv.org/abs/1101.5785, 2011.

• G.Yu, G. Sapiro, and S. Mallat, Solving Inverse Problems with Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity, submitted, arxiv.org/abs/1006.3056, 2010. [slide]

• J.M. Morel and G.Yu, Is SIFT Scale Invariant?, Inverse Problems and Imaging, vol 5, no. 1, Feb., 2011

• S.Mallat and G.Yu, Super-Resolution with Sparse Mixing Estimators, IEEE Trans. on Image Processing,  vol.19, issue 11, pp. 2889 - 2900, 2010. [Demo]

• J.M. Morel and G.Yu, ASIFT: A New Framework for Fully Affine Invariant Image Comparison, SIAM Journal on Imaging Sciences, vol. 2, issue 2, pp. 438-469, 2009. [dataset], [Demo: try if your images match!]

• G. Yu and J.J. Slotine, Visual Grouping by Neural Oscillator Networks, IEEE Trans. on Neural Networks, vol.2, issue 12, pp. 1871-1884, 2009.

• G. Yu, S. Mallat, and E. Bacry, Audio Denoising by Time-Frequency Block Thresholding, IEEE Trans. on Signal Processing, vol. 56, no. 5, pp. 1830-1839, May 2008. [Demo] [Software]

Conference proceedings

• G. Yu and G. Sapiro, Statistical Compressive Sensing of Gaussian Mixture Models, accepted to IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2011.

• F. Léger, G. Yu and G. Sapiro, Efficient Matrix Completion with Gaussian Models, accepted to IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2011. [Demo]

• G.Yu, G. Sapiro, and S. Mallat, Image Modeling and Enhancement via Structured Sparse Model Selection, Proc. IEEE International Conference on Image Processing (ICIP), Hong Kong, 2010.

• S. Mallat and G. Yu, Structured Space Pursuits for Geometric Super-Resolution, invited paper, IEEE International Conference on Image Processing (ICIP), Cairo, 2009.

• G. Yu and  S. Mallat, Sparse Super-Resolution with Space Matching Pursuits, Proc. SPARS'09, Saint-Malo, 2009. [Online Lecture]

• G. Yu and J.M. Morel, A Fully Affine Invariant Image Comparison Method, Proc.IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Taipei, 2009.

• G. Yu and J.J. Slotine, Audio Classification from Time-Frequency Texture, Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Taipei, 2009.

• G. Yu and J.J. Slotine, Visual Grouping by Neural Oscillators, Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Taipei, 2009.

• G. Yu and J.J. Slotine, Fast Wavelet-Based Visual Classification, Proc. IEEE International Conference on Pattern Recognition (ICPR), Tampa, 2008.  [Demo]

• G. Yu, E. Bacry and S. Mallat, Audio Signal Denoising with Complex Wavelets and Adaptive Block Attenuation, Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Hawaii, pp. 869-872, 2007.

Book Chapters

• G. Yu and G. Sapiro, Image Enhancement and Restoration, «Encyclopedia of Computer Vision», in press, Springer, 2011.

• A. Castrodad, I. Ramirez, G. Sapiro, P. Sprechmann, and G. Yu, Second Generation Sparse Modeling: Structured and Collaborative Signal Analysis, «Compressed Sensing: Theory and Applications», in press, Cambridge Univ. Press, 2011.

Patents

• S. Mallat and G. Yu, Video Enhancement Using Recursive Bandlets, PCT/IB2008/051770, 2009.

• J.M. Morel and G. Yu, Viewpoint Invariant Object and Shape Recognition in Digital Images, pending, 2008.

• J.J. Slotine and G. Yu, Fast Pattern Classification Based on a Sparse Transform, pending, 2008.