Infrared Image Denoising Based on Statistical Model in Nonsubsampled Contourlet Transform Domain

YIN Ming; LIU Wei; WANG Zhi-cheng

doi:10.3969/j.issn.1003-501x.2012.08.007

[1] DONOHO D L. Denoising by Soft-thresholding [J]. IEEE Transactions on Information Theory(S0018-9448), 1995, 41(3)： 613-627.

[2] GONG Xiao-lin, MAO Rui-quan, LIU Kai-hua. Image De-noising Algorithm Based on Edge Detection with Neighborhood Weighed Window [J]. Opto-Electronic Engineering, 2009, 36(11)：112-117.

[3] LEVENT S, IVAN W S. Bivariate Shrinkage With Local Variance Estimation [J]. IEEE Signal Processing Letters(S1070-9908), 2002, 9(12)：438-441.

[4] LI Jin-xiang, LIN Jian-hui, YIN Cao-qian, et al. Image Denoising in Multi-wavelet Domain Based on Particle Swarm Optimization [J]. Opto-Electronic Engineering, 2011, 38(11)：119-123.

[5] JIAO Li-cheng, TAN Shan. Development and Prospect of Image Multiscale Geometric Analysis [J]. Acta Electronica Sinica, 2003, 31(12A)：1975-1981.

[6] DO M N, VETTERLI M. The Contourlet transform：An Efficient Directional Multiresolution Image Representation [J]. IEEE Transactions on Image Processing(S1057-7149), 2005, 14(12)：2091-2106.

[7] CUNHA A L, ZHOU Jian-ping, DO M N. The Nonsubsampled Contourlet Transform：Theory, Design and Application [J]. IEEE Transactions on Image Processing S1057-7149), 2006, 15(10)：3089-3101.

[8] JIA Jian, JIAO Li-cheng, XIANG Hai-lin. Using Bivariate Threshold Function for Image Denoising in NSCT Domain [J]. Journal of Electronics & Information Technology, 2009, 31(3)：532-536.

[9] CHANG Xia, JIAO Li-cheng, LIU Fang, et al. SAR Image Despeckling Based on the Estimation of Speckle Variance in Nonsubsampled Contourlet Domain [J]. Acta Electronica Sinica, 2010, 38(6)：1328-1333.

[10] CHANG S G, YU Bin, VETTERLI Martin. Adaptive Wavelet Thresholding for Image Denoising and Compression [J]. IEEE Transactions on Image Processing(S1057-7149), 2000, 9(9)：1532-1546.

[11] BURCE A G, GAO H Y. Understanding Waveshrink：Variance and Bias Estimation [J]. Biometrika(S0006-3444), 1996, 83(4)： 727-745.

[12] LI Ying-chun, SUN Ji-ping, FU Xing-jian. Infrared Image Denoising Based On Wavelet Transform [J]. Laser and Infrared, 2006, 36(10)：988-991.

[13] YANG Hui-xian, WANG Xu-si, XIE Peng-he, et al. Infrared Image Denoising Based on Improved Threshold and Inter-scale Correlations of Wavelet Transform [J]. Acta Automatica Sinica, 2011, 37(10)：1167-1174.