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Sing Bing Kang, N. Joshi, C. L. Zitnick, Taeg Sang Cho, R. Szeliski, W. T. Freeman, "Image Restoration by Matching Gradient Distributions," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34, no. 4, pp. 683694, April, 2012.  
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@article{ 10.1109/TPAMI.2011.166, author = { Sing Bing Kang and N. Joshi and C. L. Zitnick and Taeg Sang Cho and R. Szeliski and W. T. Freeman}, title = {Image Restoration by Matching Gradient Distributions}, journal ={IEEE Transactions on Pattern Analysis and Machine Intelligence}, volume = {34}, number = {4}, issn = {01628828}, year = {2012}, pages = {683694}, doi = {http://doi.ieeecomputersociety.org/10.1109/TPAMI.2011.166}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }  
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TY  JOUR JO  IEEE Transactions on Pattern Analysis and Machine Intelligence TI  Image Restoration by Matching Gradient Distributions IS  4 SN  01628828 SP683 EP694 EPD  683694 A1  Sing Bing Kang, A1  N. Joshi, A1  C. L. Zitnick, A1  Taeg Sang Cho, A1  R. Szeliski, A1  W. T. Freeman, PY  2012 KW  maximum likelihood estimation KW  deconvolution KW  image restoration KW  image texture KW  iterative methods KW  reference distribution KW  image restoration KW  gradient distribution matching KW  blurry image KW  noisy image KW  MAP estimator KW  maximum a priori estimator KW  posterior probability KW  sparse gradient image prior KW  piecewise smooth image KW  image texture KW  visual realism KW  deconvolution method KW  iterative distribution reweighting method KW  Image reconstruction KW  Image restoration KW  Noise KW  Deconvolution KW  Kernel KW  Cost function KW  Gaussian distribution KW  image denoising. KW  Nonblind deconvolution KW  image prior KW  image deblurring VL  34 JA  IEEE Transactions on Pattern Analysis and Machine Intelligence ER   
[1] E.P. Bennett and L. McMillan, "Video Enhancement Using PerPixel Virtual Exposures," Proc. Siggraph, http://doi.acm.org/10.11451186822.1073272 , pp. 845852, 2005.
[2] C.A. Bouman and K. Sauer, "A Generalized Gaussian Image Model for EdgePreserving MAP Estimation," IEEE Trans. Image Processing, vol. 2, no. 3, pp. 296310, July 1993.
[3] T. Chan and C.K. Wong, "Total Variation Blind Deconvolution," IEEE Trans. Image Processing, vol. 7, no. 3, pp. 370375, Mar. 1998.
[4] T.S. Cho, N. Joshi, C.L. Zitnick, S.B. Kang, R. Szeliski, and W.T. Freeman, "A ContentAware Image Prior," Proc. IEEE Conf. Computer Vision and Pattern Recognition, 2010.
[5] C.M. Christoudias, B. Georgescu, and P. Meer, "Synergism in Low Level Vision," Proc. IEEE 16th Int'l Conf. Pattern Recognition, 2002.
[6] E. Eisemann and F. Durand, "Flash Photography Enhancement via Intrinsic Relighting," ACM Trans. Graphics, vol. 23, http://doi.acm.org/10.11451015706.1015778 , pp. 673678, Aug. 2004.
[7] R. Fergus, B. Singh, A. Hertzmann, S. Roweis, and W.T. Freeman, "Removing Camera Shake from a Single Photograph," Proc. ACM Siggraph, 2006.
[8] W.T. Freeman and E.H. Adelson, "The Design and Use of Steerable Filters," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 13, no. 9, pp. 891906, Sept. 1991.
[9] W.T. Freeman, E.C. Pasztor, and O.T. Carmichael, "Learning LowLevel Vision," Int'l J. Computer Vision, vol. 40, no. 1, pp. 2547, 2000.
[10] R.C. Gonzalez and R.E. Woods, Digital Image Processing. Prentice Hall, 2008.
[11] A. Gupta, N. Joshi, C.L. Zitnick, M. Cohen, and B. Curless, "Single Image Deblurring Using Motion Density Functions," Proc. 11th European Conf. Computer Vision, pp. 171184, 2010.
[12] Y. HaCohen, R. Fattal, and D. Lischinski, "Image Upsampling via Texture Hallucination," Proc. IEEE Int'l Conf. Computational Photography, 2010.
[13] D.J. Heeger and J.R. Bergen, "PyramidBased Texture Analysis/Synthesis," Proc. ACM Siggraph, 1995.
[14] N. Joshi and M. Cohen, "Seeing Mt. Rainier: Lucky Imaging for MultiImage Denoising, Sharpening, and Haze Removal," Proc. IEEE Int'l Conf. Computational Photography, pp. 18, 2010.
[15] N. Joshi, S.B. Kang, C.L. Zitnick, and R. Szeliski, "Image Deblurring Using Inertial Measurement Sensors," Proc. ACM Siggraph, http://doi.acm.org/10.11451778765.1778767 , pp. 30:130:9, July 2010.
[16] N. Joshi, C.L. Zitnick, R. Szeliski, and D. Kriegman, "Image Deblurring and Denoising Using Color Priors," Proc. IEEE Conf. Computer Vision and Pattern Recognition, 2009.
[17] J. Kopf, C.W. Fu, D. CohenOr, O. Deussen, D. Lischinski, and T.T. Wong, "Solid Texture Synthesis from 2D Exemplars," ACM Trans. Graphics, vol. 26, no. 3, pp. 2:12:9, 2007.
[18] D. Kundur and D. Hatzinakos, "Blind Image Deconvolution Revisited," IEEE Signal Processing Magazine, vol. 13, no. 6, pp. 6163, Nov. 1996.
[19] J.C. Lagarias, J.A. Reeds, M.H. Wright, and P.E. Wright, "Convergence Properties of the NelderMead Simplex Method in Low Dimensions," SIAM J. Optimization, vol. 9, pp. 112147, 1998.
[20] A.B. Lee, D. Mumford, and J. Huang, "Occlusion Models for Natural Images: A Statistical Study of a Scaleinvariant Dead Leaves Model," Int'l J. Computer Vision, vol. 41, pp. 3559, 2001.
[21] A. Levin, R. Fergus, F. Durand, and W.T. Freeman, "Image and Depth from a Conventional Camera with a Coded Aperture," Proc. ACM Siggraph, 2007.
[22] Y. Li and E.H. Adelson, "Image Mapping Using Local and Global Statistics," Proc. SPIE Electronic Imaging, vol. 6806, pp. 680614.1680614.11, 2008.
[23] D. Martin, C. Fowlkes, D. Tal, and J. Malik, "A Database of Human Segmented Natural Images and Its Application to Evaluating Segmentation Algorithms and Measuring Ecological Statistics," Proc. Eighth IEEE Int'l Conf. Computer Vision, vol. 2, pp. 416423, July 2001.
[24] G. Matheron, Random Sets and Integral Geometry. John Wiley and Sons, 1975.
[25] M. Nikolova, "Model Distortions in Bayesian MAP Reconstruction," Inverse Problems and Imaging, vol. 1, no. 2, pp. 399422, 2007.
[26] P. Perona and J. Malik, "ScaleSpace and Edge Detection Using Anisotropic Diffusion," IEEE Trans Pattern Analysis and Machine Intelligence, vol. 12, no. 7 pp. 629639, July 1990.
[27] G. Petschnigg, R. Szeliski, M. Agrawala, M. Cohen, H. Hoppe, and K. Toyama, "Digital Photography with Flash and NoFlash Image Pairs," Proc. ACM Siggraph, http://doi.acm.org/10.11451186562.1015777 , pp. 664672, 2004.
[28] J. Portilla and E.P. Simoncelli, "A Parametric Texture Model Based on Joint Statistics of Complex Wavelet Coefficients," Int'l J. Computer Vision, vol. 40, no. 1, pp. 4971, Oct. 2000.
[29] R. Raskar, A. Agrawal, and J. Tumblin, "Coded Exposure Photography: Motion Deblurring Using Fluttered Shutter," Proc. ACM Siggraph, http://doi.acm.org/10.11451179352.1141957 , pp. 795804, 2006.
[30] J. Rossi, "Digital Techniques for Reducing Television Noise," J. Soc. of Motion Picture and Television Engineers, vol. 87, pp. 134140, 1978.
[31] S. Roth and M. Black, "Fields of Experts," Int'l J. Computer Vision, vol. 82, pp. 205229, 2009.
[32] S. Roth and M.J. Black, "Steerable Random Fields," Proc. IEEE 11th Int'l Conf. Computer Vision, 2007.
[33] Y. Saad and M.H. Schultz, "GMRES: A Generalized Minimal Residual Algorithm for Solving Nonsymmetric Linear Systems," SIAM J. Scientific and Statistical Computing, vol. 7, pp. 856869, 1986.
[34] U. Schmidt, Q. Gao, and S. Roth, "A Generative Perspective on MRFs in LowLevel Vision," Proc. IEEE Conf. Computer Vision and Pattern Recognition, 2010.
[35] E.P. Simoncelli and E.H. Adelson, "Noise Removal via Bayesian Wavelet Coring," Proc. IEEE Int'l Conf. Image Processing, vol. 1, pp. 379382, 1996.
[36] C. Tomasi and R. Manduchi, "Bilateral Filtering for Gray and Color Images," Proc. IEEE Int'l Conf. Computer Vision, pp. 839846, 1998.
[37] Z. Wang, A.C. Bovik, H.R. Sheikh, and E.P. Simoncelli, "Image Quality Assessment: From Error Visibility to Structural Similarity," IEEE Trans. Image Processing, vol. 13, no. 4, pp. 600612, Apr. 2004.
[38] O. Whyte, J. Sivic, A. Zisserman, and J. Ponce, "NonUniform Deblurring for Shaken Images," Proc. IEEE Conf. Computer Vision and Pattern Recognition, pp. 491498, 2010.
[39] O.J. Woodford, C. Rother, and V. Kolmogorov, "A Global Perspective on MAP Inference for LowLevel Vision," Proc. 12th IEEE Int'l Conf. Computer Vision, 2009.
[40] L. Yuan, J. Sun, L. Quan, and H.Y. Shum, "Image Deblurring with Blurred/Noisy Image Pairs," Proc. ACM Siggraph, http://doi.acm.org/10.11451275808.1276379 , 2007.
[41] S. Zhu, Y. Wu, and D. Mumford, "Filters, Random Fields and Maximum Entropy (Frame): Towards a Unified Theory for Texture Modeling," Int'l J. Computer Vision, vol. 27, no. 2, pp. 107126, 1998.