Research on the blind restoration algorithm of motion-blurred image

2016 IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC) ◽

10.1109/imcec.2016.7867241 ◽

2016 ◽

Author(s):

Yan Ge

Keyword(s):

Restoration Algorithm ◽

Blurred Image ◽

Blind Restoration

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Research on blind restoration of noisy blurred image based on deep learning

Proceedings of the 2020 International Conference on Aviation Safety and Information Technology ◽

10.1145/3434581.3434616 ◽

2020 ◽

Author(s):

Liu Jianlan ◽

Liu Xin ◽

Shao Zongjian ◽

Zhong Rong ◽

Ye Boyuan

Keyword(s):

Deep Learning ◽

Blurred Image ◽

Blind Restoration

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Motion blurred image blind restoration base on parameter estimation of PSF

Optical Technique ◽

10.3788/gxjs20144003.0235 ◽

2014 ◽

Vol 40 (3) ◽

pp. 235-239 ◽

Cited By ~ 1

Author(s):

廖永忠 LIAO Yongzhong ◽

蔡自兴 CAI Zixing ◽

何湘华 HE Xianghua

Keyword(s):

Parameter Estimation ◽

Blurred Image ◽

Blind Restoration

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Hybrid Blurred Image Modeling and Its Restoration Algorithm

Electronics Optics & Control ◽

10.3788/m0005220152209.0031 ◽

2015 ◽

Vol 22 (9) ◽

pp. 31-36

Author(s):

李翀伦 LI Chong lun ◽

刘忠 LIU Zhong ◽

杨露菁 YANG Lu jing

Keyword(s):

Image Modeling ◽

Restoration Algorithm ◽

Blurred Image

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Improving Medical CT Image Blind Restoration Algorithm Based on Dictionary Learning by Alternating Direction Method of Multipliers

Automatic Control and Computer Sciences ◽

10.3103/s0146411618010078 ◽

2018 ◽

Vol 52 (1) ◽

pp. 49-59

Author(s):

Yunshan Sun ◽

Teng Fei ◽

Liyi Zhang ◽

Xiaopei Liu ◽

Jingyu Zhang

Keyword(s):

Dictionary Learning ◽

Alternating Direction Method ◽

Ct Image ◽

Method Of Multipliers ◽

Alternating Direction ◽

Restoration Algorithm ◽

Blind Restoration

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Research of Medical Image Variable Step-Size Blind Restoration Algorithm

Lecture Notes in Electrical Engineering - Advances in Electric and Electronics ◽

10.1007/978-3-642-28744-2_77 ◽

2012 ◽

pp. 583-590 ◽

Cited By ~ 2

Author(s):

Yunshan Sun ◽

Liyi Zhang ◽

Jizhong Duan

Keyword(s):

Medical Image ◽

Variable Step Size ◽

Step Size ◽

Restoration Algorithm ◽

Variable Step ◽

Blind Restoration

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A Motion Blurred Image Restoration Algorithm Based on CycleGAN

2019 IEEE 14th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) ◽

10.1109/iske47853.2019.9170448 ◽

2019 ◽

Author(s):

Chen Wu ◽

LiJun Chen ◽

Dan Li

Keyword(s):

Image Restoration ◽

Restoration Algorithm ◽

Blurred Image

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Research on Realization of Medical Image Restoration Based on Blind Equalization Algorithm

Journal of Medical Imaging and Health Informatics ◽

10.1166/jmihi.2020.2935 ◽

2020 ◽

Vol 10 (4) ◽

pp. 809-813

Author(s):

Ting Han ◽

Ruo-Han Zhao ◽

Mo Dong

Keyword(s):

Image Restoration ◽

Medical Image ◽

Medical Images ◽

Blind Equalization ◽

Diagnostic Errors ◽

Degradation Process ◽

Restoration Algorithm ◽

Equalization Algorithm ◽

Improvement Effect ◽

Blind Restoration

In order to study the realization of medical image restoration, this study mainly adopts blind equalization algorithm to analyze medical images, and observes the improvement effect of blind equalization technology on medical images. In the process of medical image formation, it is unavoidable to be affected by point spread function, which leads to image degradation and brings great difficulties to diagnosis, and the results of degradation are often unpredictable. The results show that the blind restoration algorithm can restore the image when the degradation process of the medical image is uncertain, which makes the medical image clearer and more accurate, brings great convenience to the diagnosis, and also reduces the diagnostic errors caused by the unclear image.

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