Siwei Lyu Laboratory for Computational Vision Center for Neural Science New York University 4 Washington Place, Room 809 New York, NY 10003 Email :   siwei DOT lyu AT nyu DOT edu

Backgrounds

Ph.D. in Computer Science, Dartmouth College, 2005. M.S. in Computer Science, Peking University, 2000. B.S. in Information Science, Peking University, 1997.

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Research Interests

Machine learning applied to image modeling, computer vision, and digital image forensics and computational neural science.

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Recent Publications

S. Lyu and E. P. Simoncelli, Statistical Modeling of Images with Fields of Gaussian Scale Mixtures, Advances in Neural Information Processing Systems (NIPS), Vancouver, Canada, 2006   [Abstract/PDF] S. Lyu and H. Farid, Steganalysis Using Higher-Order Image Statistics, IEEE Transactions on Information Forensics and Security, 1(1):111-119, 2006   [Abstract/PDF] S. Lyu, Kernels for Unordered Sets: the Gaussian Mixture Approach, European Conference on Machine Learning (ECML), Porto, Portugal, 2005   [Abstract/PDF] S. Lyu, Infomax Boosting, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Diego, CA, 2005   [Abstract/PDF] S. Lyu, Mercer Kernels for Object Recognition with Local Features, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Diego, CA, 2005   [Abstract/PDF] S. Lyu and H. Farid, How Realistic is Photorealistic? IEEE Transactions on Signal Processing, 53(2):845-850, 2005   [Abstract/PDF] S. Lyu, D. Rockmore and H. Farid, A Digital Technique for Art Authentication, Proceedings of the National Academy of Sciences, 101(49):17006-17010, 2004   [Abstract/PDF] [full publication list]