Real-time Blind Image Restoration Method Based on Multi-region Parameters Estimate

WANG Hui; WU Qin-zhang

doi:10.3969/j.issn.1003-501x.2012.03.023

[1] Rosenfeld A，Kak A C. Digital picture processing [M]. Academic Press，Florida，1982：276-287.

[2] Lagendijk R L，Biemond J，Boekee D E. Identification and restoration of noise blurred images using the expectation maximization algorithm [J]. IEEE Trans. ASSP(S0096-3518)，1990，38(7)：1180-1191.

[3] Banham M R，Katsaggelos A K. Digital Image Restoration [J]. IEEE Signal Processing Magazine(S1053-5888)，1997，14(2)：24-41.

[4] Wu H S. Minimum entropy deconvolution for restoration of blurred two-tone images [J]. Electronics Letters(S0013-5194)，1990，26(15)：1183-1184.

[5] Ayers G R，Dainty J C. Iterative blind deconvolution method and its applications [J]. Optics Letters(S0146-9592)，1988，13(7)：547-549.

[6] Miura N，Baba N. Extended-object reconstruction with sequential use of the iterative blind deconvolution method [J]. Optics Communications(S0030-4018)，1992，89：375-379.

[7] Carasso A S. Direct blind deconvolution [J]. SIAM J. Appl. Math (S0036-1399)，2001，61：1980-2007.

[8] Carasso A S. APEX method and real-time blind deconvolution of scanning electron microscope imagery [J]. Opt Eng(S0091-3286)，2002，41(10)：2499-2514.

[9] Carasso A S. The APEX method in image sharpening and the use of low exponent Lévy stable laws [J]. SIAM J. Appl. Math(S0036-1399)，2002，63：593-618.

[10] ZHANG Jian-lin，ZHANG Qi-heng. Noniterative blind image restoration based on estimation of a significant class of point spread functions [J]. Opt Eng (S0091-3286)，2007，46(7)：077005-1-077005-8.

[11] ZHANG Jian-lin，ZHANG Qi-heng. Blind image restoration using improved APEX method with pre-denoising[C]// Fourth International Conference on Image and Graph，Sichuan，Aug 22-24，2007：164-168.

[12] XIE Sheng-hua，ZHANG Qi-heng，SU Ding. Improved image restoration algorithm based on APEX method [J]. Laser ＆ Infrared，2007，32(2)：185-188.

[13] SUN Lei，ZHANG Yan，XU Qing，et al. Improved APEX method applied in image enhancement [J]. Journal of Zhengzhou Institute of Surveying and Mapping，2007，24(1)：51-53.

[14] WANG Hui，JIANG Ping. An Improved Image Restoration Method Based on APEX Method [J]. Opto-Electronic Engineering，2009，36(6)：115-121.

[15] LUO Yi-han，FU Cheng-yu. Mid-frequency-based Method for Real-time Blind Image Restoration [J]. Journal of Sichuan University: Engineering Science Edition，2010，42(6)：109-118.

[16] Levin A，Weiss Y，Durand F，et al. Understanding and evaluating blind deconvolution algorithms [C]//IEEE Conf. on Computer Vision and Pattern Recognition (CVPR)，Miami, F L，2009：1964-1971.

[17] WANG Z，Bovik A C，Sheikh H R，et al. Image quality assessment：from error visibility to structural similarity [J]. IEEE Trans.Image Process (S1057-7149)，2004，13(4)：600-612.