Fast Blind Restoration for Microscopic Visual Defocused Images Based on Two Guided Filterings

Yin Shibai; Wang Yibin; Li Dapeng; Deng Zhen

doi:10.3788/aos201737.0410002

[1] Cao Lei, Chen Hongbin, Qiu Qi, et al. Blind image deconvolution based on power law distribution applied in optoelectronic detections system［J］. Chinese J Lasers, 2015, 42(3): 0308007.

[2] Zhao Qingqing, Zhang Tao, Zheng Weibo. Research on high resolution digital refocusing of light field imaging based on microlens array［J］. Laser & Optoelectronics Progress, 2016, 53(10): 101001.

[3] Liu Xiaohui, Guo Cheng′an, Hu Jiasheng. A modified Wiener filtering for restoration of ring-coded aperture image in inertial confinement fusion［J］. Acta Optica Sinica, 2004, 24(8): 1045-1050.

[4] Yoo J C, Ahn C W. Image restoration by blind-Wiener filter［J］. IET Image Processing, 2014, 8(12): 815-823.

[5] Hu Xiaoping, Chen Guoliang, Mao Zhengyu, et al. Study on Wiener filtering for restoration of defocus blur image［J］. Chinese Journal of Scientific Instrument, 2007, 28(3): 479-482.

[6] Khan M K, Morigi S, Reichel L, et al. Iterative methods of Richardson-Lucy-type for image deblurring［J］. Numerical Mathematics Theory Methods & Applications, 2013, 6(1): 262-275.

[7] Zhang H C, Wipf D, Zhang Y N. Multi-observation blind deconvolution with an adaptive sparse prior［J］. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014, 36(8): 1628-1643.

[8] Song C W, Deng H, Gao H J, et al. Bayesian non-parametric gradient histogram estimation for texture-enhanced image deblurring［J］. Neurocomputing, 2016, 197(1): 95-112.

[9] Cho S Y, Lee S Y. Fast motion deblurring［J］. ACM Transactions on Graphics, 2009, 28(5): 89-97.

[10] Duan Jiangyong, Meng Gaofeng, Xiang Shiming, et al. Restoring motion blurred image based on edge region constraints［J］. Joural of Computer-Aided Design & Computer Graphics, 2012, 24(8): 1038-1046.

[11] Cao Y, Fang S, Wang F. Single image multi-focusing based on local blur estimation［C］. IEEE International Conference on Image and graphics (ICIG), 2011: 168-175.

[12] Elad M. Retinex by two bilateral filters［C］. International Conference on Scale-Space Theories in Computer Vision, 2005: 217-229.

[13] He K M, Sun J. Fast guided filter［EB/OL］. (2015-05-05)［2016-02-09］. https://arxiv.org/abs/1505.00996.

[14] Takeda H, Seo H J, Milanfar P. Statistical approaches to quality assessment for image restoration［C］. International Conference on Consumer Electronic (ICCE), 2008: 1-2.

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

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