Siwei Lyu

Jixu Chen, Xiaoming Liu, Siwei Lyu: Boosting with Side Information. ACCV (1) 2012: 563-577

Xunyu Pan, Xing Zhang, Siwei Lyu: Detecting splicing in digital audios using local noise level estimation. ICASSP 2012: 1841-1844

Zuoguan Wang, Siwei Lyu, Gerwin Schalk, Qiang Ji: Learning with Target Prior. NIPS 2012: 2240-2248

Siwei Lyu: Interpretation and Generalization of Score Matching. CoRR abs/1205.2629 (2012)

Siwei Lyu: Dependency Reduction with Divisive Normalization: Justification and Effectiveness. Neural Computation 23(11): 2942-2973 (2011)

Siwei Lyu: Unifying Non-Maximum Likelihood Learning Objectives with Minimum KL Contraction. NIPS 2011: 64-72

Xunyu Pan, Siwei Lyu: Region Duplication Detection Using Image Feature Matching. IEEE Transactions on Information Forensics and Security 5(4): 857-867 (2010)

Xunyu Pan, Siwei Lyu: Detecting image region duplication using SIFT features. ICASSP 2010: 1706-1709

Siwei Lyu: Nonnegative matrix factorization with matrix exponentiation. ICASSP 2010: 2038-2041

Siwei Lyu: Divisive Normalization: Justification and Effectiveness as Efficient Coding Transform. NIPS 2010: 1522-1530

Siwei Lyu, Eero P. Simoncelli: Nonlinear Extraction of Independent Components of Natural Images Using Radial Gaussianization. Neural Computation 21(6): 1485-1519 (2009)

Siwei Lyu, Eero P. Simoncelli: Modeling Multiscale Subbands of Photographic Images with Fields of Gaussian Scale Mixtures. IEEE Trans. Pattern Anal. Mach. Intell. 31(4): 693-706 (2009)

Siwei Lyu: An implicit Markov random field model for the multi-scale oriented representations of natural images. CVPR 2009: 1919-1925

Siwei Lyu: Interpretation and Generalization of Score Matching. UAI 2009: 359-366

Siwei Lyu: Natural image statistics in digital image forensics. Dartmouth College 2008, isbn 978-3-8364-5553-4, pp. 1-102

Siwei Lyu, Eero P. Simoncelli: Nonlinear image representation using divisive normalization. CVPR 2008

Siwei Lyu, Eero P. Simoncelli: Reducing statistical dependencies in natural signals using radial Gaussianization. NIPS 2008: 1009-1016

Siwei Lyu, Hany Farid: Steganalysis using higher-order image statistics. IEEE Transactions on Information Forensics and Security 1(1): 111-119 (2006)

Siwei Lyu, Eero P. Simoncelli: Statistical Modeling of Images with Fields of Gaussian Scale Mixtures. NIPS 2006: 945-952

Siwei Lyu, Hany Farid: How realistic is photorealistic? IEEE Transactions on Signal Processing 53(2-2): 845-850 (2005)

Siwei Lyu: Mercer Kernels for Object Recognition with Local Features. CVPR (2) 2005: 223-229

Siwei Lyu: Infomax Boosting. CVPR (1) 2005: 533-538

Siwei Lyu: A Kernel Between Unordered Sets of Data: The Gaussian Mixture Approach. ECML 2005: 255-267

Siwei Lyu: Automatic image orientation determination with natural image statistics. ACM Multimedia 2005: 491-494

Micah K. Johnson, Siwei Lyu, Hany Farid: Steganalysis of recorded speech. Security, Steganography, and Watermarking of Multimedia Contents 2005: 664-672

Siwei Lyu, Hany Farid: Steganalysis using color wavelet statistics and one-class support vector machines. Security, Steganography, and Watermarking of Multimedia Contents 2004: 35-45

Siwei Lyu, Hany Farid: Detecting Hidden Messages Using Higher-Order Statistics and Support Vector Machines. Information Hiding 2002: 340-354