Statistics of natural image distortions

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2010, Pages 962-965

  Moorthy, Anush K ^a   Bovik, Alan C ^a  

^a The University of Texas at Austin   (United States)

Author keywords

Distortion statistics; Quality assessment; Scene statistics

Indexed keywords

ACTIVE AREA; DISTORTED IMAGES; DISTORTION STATISTIC; IMAGE DISTORTIONS; IMAGE STATISTICS; NATURAL IMAGES; NATURAL SCENE STATISTICS; NATURAL SCENES; QUALITY ASSESSMENT; SCENE STATISTICS;

STATISTICS;

EID: 78049380201     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2010.5495298     Document Type: Conference Paper

References (17)

1. A. Srivastava, AB Lee, EP Simoncelli, and S.C. Zhu, "On advances in statistical modeling of natural images," J. Math. Imaging Vis., vol. 18, no. 1, pp. 17-33, 2003.
2. W.S. Geisler, "Visual perception and the statistical properties of natural scenes," Ann. Rev. Neuroscience, 2007.
3. H. R. Sheikh, A. C. Bovik, and G. De Veciana, "An information fidelity criterion for image quality assessment using natural scene statistics," IEEE Tran. Image Proc., vol. 14, no. 12, pp. 2117-2128, 2005.
4. H. R. Sheikh, A. C. Bovik, and L. K. Cormack, "No-reference quality assessment using natural scene statistics: JPEG2000," IEEE Tran. on Image Proc., vol. 14, no. 11, pp. 1918-1927, 2005.
5. Q. Li and Z. Wang, "Reduced-Reference Image Quality Assessment Using Divisive Normalization-Based Image Representation," IEEE J. Selected Topics in Signal Proc., vol. 3, no. 2, pp. 202-211, 2009.
6. Z. Wang, H.R. Sheikh, and A.C. Bovik, "No-reference perceptual quality assessment of JPEG compressed images," IEEE Int'l Conf. Image Proc., vol. 1, pp. 477-480, 2002.
7. P. Marziliano, F. Dufaux, S. Winkler, and T. Ebrahimi, "A no-reference perceptual blur metric," IEEE Int'l Conf. Image Proc., vol. 3, pp. 57-60, 2002.
8. A.C. Likas and N.P. Galatsanos, "A variational approach for Bayesian blind image deconvolution," IEEE Tran. Signal Proc., vol. 52, no. 8, pp. 2222-2233, 2004.
9. A. Oliva and A. Torralba, "Modeling the shape of the scene: A holistic representation of the spatial envelope," Int'l. J. Comp. Vis., vol. 42, no. 3, pp. 145-175, 2001.
10. D. S. Taubman and M. W. Marcellin, JPEG2000: Image Compression Fundamentals, Standards, and Practice, Kluwer Academic Publishers, 2001.
11. I. Daubechies, Ten Lectures on Wavelets, Society for Industrial Mathematics, 1992.
12. J. Chen, T.N. Pappas, A. Mojsilovic, and B. Rogowitz, "Adaptive image segmentation based on color and texture," IEEE Intl. Conf. Image Proc., vol. 2, pp. 789-792, 2002.
13. K. Sharifi and A. Leon-Garcia, "Estimation of shape parameter for generalized Gaussiandistributions in subband decompositions of video," IEEE Tran. Circ. Syst. for Video Tech., vol. 5, no. 1, pp. 52-56, 1995.
14. R.O. Duda, P.E. Hart, and D.G. Stork, Pattern Classification, Wiley Interscience, New York, 2001.
15. V.N. Vapnik, The Nature of Statistical Learning Theory, Springer Verlag, 2000.
16. C.C. Chang and C.J. Lin, "LIBSVM: a library for support vector machines," http://www.csie.ntu.edu.tw/cjlin/libsvm/, 2001.
17. Y. Freund and R.E. Schapire, "A decision-theoretic generalization of on-line learning and an application to boosting," J. Comp. Sys. Sc., vol. 55, no. 1, pp. 119-139, 1997.