DocumentCode
3312362
Title
Adaptive detection method of degraded parameters in motion blur image
Author
Wang Wei ; Zheng Jin-jin ; Liu Xing ; Shen Lian-guan ; Zhou Hong-jun
Author_Institution
Dept. of Precision Machinary & Precision Instrum., Univ. of Sci. & Technol. of China, Hefei, China
Volume
4
fYear
2011
fDate
26-28 July 2011
Firstpage
2158
Lastpage
2162
Abstract
Image restoration technique is an important method to improve the quality of image in flights photograph and machine vision. On account of blur emerge in relative motion and other condition, the paper analyse its mathematic principle, then for each motion pattern we adopt different deblurring method. Be concrete, we first judge the type of motion, for linear motion blur we take both hough transform and error-parameter to estimate the blur parameters, yet for rotate motion blur we take curve-fitting and polar transformation to estimate parameters. After that we apply Wiener filtering to recover image and improve image quality. We perform experiments with linear motion blur parameter (30, 70) and rotate motion blur parameter ((128,128), 20°). The contrast results of the experiments indicate that the algorithm can enhance image quality effectively. Compared with traditional handling, ours have the advantage of being high precision, robustness and speediness..
Keywords
Hough transforms; Wiener filters; computer vision; curve fitting; image restoration; Hough transform; Wiener filtering; adaptive detection method; curve fitting; deblurring method; flight photograph; image quality; image restoration; linear motion blur parameter; machine vision; mathematic principle; motion blur image; motion pattern; parameter estimation; polar transformation; Adaptive algorithms; Image edge detection; Image restoration; Mathematical model; PSNR; Transfer functions; Transforms; Hough transform; Point Spread Function (PSF); center fitting; error-parameter; motion blur;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on
Conference_Location
Shanghai
Print_ISBN
978-1-61284-180-9
Type
conf
DOI
10.1109/FSKD.2011.6019956
Filename
6019956
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