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@InProceedings{lyu_simoncelli_nips06,
   AUTHOR = "S. Lyu and E. P. Simoncelli",
   TITLE = " Statistical Modeling of Images with Fields of Gaussian
   Scale Mixtures",
   BOOKTITLE = "Advances in Neural Computation Systems (NIPS)",
   ADDRESS = "Vancouver, Canada",
   YEAR = "2006",
   URL =  "http://www.cns.nyu.edu/~lsw/files/nips06.pdf" 
}


@ARTICLE{rockmore_lyu_farid_ifar06,
   AUTHOR = "D. Rockmore and S. Lyu and H. Farid",
   TITLE = "A Digital Technique for Authentication in the Arts",
   JOURNAL = "International Foundation for Art Research (IFAR) Journal",
   VOLUME = "8",
   NUMBER = "2",
   PAGES = "21-29",
   YEAR = "2006",
   URL =  "http://www.ifar.org/joun_right.htm" 
}



@ARTICLE{lyu_farid_tifs06,
   AUTHOR = "S. Lyu and H. Farid",
   TITLE = "Steganalysis Using Higher-Order Image Statistics",
   JOURNAL = "IEEE Transactions on Information Forensics and Security",
   VOLUME = "1",
   NUMBER = "1",
   PAGES = "111-119",
   YEAR = "2006",
   URL =  "http://www.cns.nyu.edu/~lsw/files/tifs05.pdf" 
}


@PHDTHESIS{lyu_thesis05,
   AUTHOR = "S. Lyu",
   TITLE = "Natural Image Statistics for Digital Image Forensics",
   SCHOOL = "Department of Computer Science, Dartmouth College",
   YEAR = "2005",
   ADDRESS = "Hanover, NH",
   URL =  "http://www.cns.nyu.edu/~lsw/files/thesis05.pdf" 
}


@INPROCEEDINGS{lyu_mm05,
   AUTHOR = "S. Lyu",
   TITLE = "Automatic Image Orientation Determination with Natural Image Statistics",
   BOOKTITLE = "ACM Multimedia",
   YEAR = "2005",
   ADDRESS = "Singapore",
   URL =  "http://www.cns.nyu.edu/~lsw/files/mm05.pdf" 
}


@INPROCEEDINGS{lyu_ecml05,
   AUTHOR = "S. Lyu",
   TITLE = " Mercer Kernels for Object Recognition with Local Features",
   BOOKTITLE = "European Conference on Machine Learning (ECML)",
   YEAR = "2005",
   ADDRESS = "Porto, Portugal",
   URL =  "http://www.cns.nyu.edu/~lsw/files/ecml05.pdf" 
}



@INPROCEEDINGS{lyu_cvpr05b,
   AUTHOR = "S. Lyu",
   TITLE = "Infomax Boosting",
   BOOKTITLE = "IEEE International Conference on Computer Vision and Pattern Recognition (CVPR)",
   YEAR = "2005",
   ADDRESS = "San Diego, CA",
   URL =  "http://www.cns.nyu.edu/~lsw/files/cvpr05b.pdf" 
}


@INPROCEEDINGS{lyu_cvpr05a,
   AUTHOR = "S. Lyu",
   TITLE = " Mercer Kernels for Object Recognition with Local Features",
   BOOKTITLE = "IEEE International Conference on Computer Vision and Pattern Recognition (CVPR)",
   YEAR = "2005",
   ADDRESS = "San Diego, CA",
   URL =  "http://www.cns.nyu.edu/~lsw/files/cvpro5a.pdf" 
}


@INPROCEEDINGS{lyu_rockmore_farid_artmath05,
   AUTHOR = "S. Lyu, D. Rockmore and H. Farid",
   TITLE = "Wavelet Analysis for Authentication",
   BOOKTITLE = "Art+Math=X",
   YEAR = "2005",
   ADDRESS = "Boulder, CO",
   URL =  "http://www.cns.nyu.edu/~lsw/files/artmath05.pdf" 
}


@ARTICLE{lyu_farid_sp05,
   AUTHOR = "S. Lyu and H. Farid",
   TITLE = "How Realistic is Photorealistic?",
   JOURNAL = "IEEE Transactions on Signal Processing",
   VOLUME = "53",
   NUMBER = "2",
   PAGES = "845-850",
   YEAR = "2005",
   URL =  "http://www.cns.nyu.edu/~lsw/files/sp05.pdf" 
}


@INPROCEEDINGS{johnson_lyu_farid_spie05,
   AUTHOR = "M.K. Johnson, S. Lyu and H. Farid",
   TITLE = "Steganalysis of Recorded Speech",
   BOOKTITLE = "SPIE Symposium on Electronic Imaging",
   YEAR = "2005",
   ADDRESS = "San Jose, CA",
   URL =  "http://www.cns.nyu.edu/~lsw/files/spie05.pdf" 
}


@ARTICLE{lyu_rockmore_farid_pnas04,
   AUTHOR = "S. Lyu and D. Rockmore and H. Farid",
   TITLE = "A Digital Technique for Art Authentication",
   JOURNAL = "Proceedings of the National Academy of Sciences",
   VOLUME = "101",
   NUMBER = "49",
   PAGES = "17006-17010",
   YEAR = "2004",
   URL =  "http://www.cns.nyu.edu/~lsw/files/pnas04.pdf" 
}



@INPROCEEDINGS{lyu_farid_spie04,
   AUTHOR = "S. Lyu and H. Farid",
   TITLE = "Steganalysis Using Color Wavelet Statistics and One-Class Support Vector Machines",
   BOOKTITLE = "SPIE Symposium on Electronic Imaging",
   YEAR = "2004",
   ADDRESS = "San Jose, CA",
   URL =  "http://www.cns.nyu.edu/~lsw/files/spie04.pdf" 
}


@INPROCEEDINGS{farid_lyu_sacv03,
   AUTHOR = "H. Farid and S. Lyu",
   TITLE = "Higher-Order Wavelet Statistics and their Application to Digital Forensics",
   BOOKTITLE = "IEEE Workshop on Statistical Analysis in Computer Vision (in conjunction with CVPR)",
   YEAR = "2003",
   ADDRESS = "Madison, Wisconsin",
   URL =  "http://www.cns.nyu.edu/~lsw/files/sacv03.pdf" 
}


@INPROCEEDINGS{lyu_farid_ih02,
   AUTHOR = "S. Lyu and H. Farid",
   TITLE = "Detecting Hidden Messages Using Higher-Order Statistics and Support Vector Machines",
   BOOKTITLE = "5th International Workshop on Information Hiding",
   YEAR = "2002",
   ADDRESS = "Noordwijkerhout, The Netherlands",
   URL =  "http://www.cns.nyu.edu/~lsw/files/ih02.pdf" 
}

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