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Adaptive Wiener filtering with Gaussian fitted point spread function in image restoration (EI CONFERENCE)

文献类型：会议论文

作者Yang L.; Zhang X.; Zhang X.; Zhang X.; Yang L.
出版日期2011
会议名称2011 IEEE 2nd International Conference on Software Engineering and Service Science, ICSESS 2011, July 15, 2011 - July 17, 2011
会议地点Beijing, China
关键词In the imaging process of the space remote sensing camera there was degradation phenomenon in the acquired images. In order to reduce the image blur caused by the degradation the remote sensing images were restored to give prominence to the characteristic objects in the images. First the frequency-domain notch filter was adopted to remove strip noises in the images. Then using the ground characters with the knife-edge shape in the images the point spread function of the imaging system was estimated. In order to improve the accuracy the estimated point spread function was corrected with Gaussian fitting method. Finally the images were restored using the adaptive Wiener filtering with the fitted point spread function. Experimental results of the real remote sensing images showed that almost all strip noises in the images were eliminated. After the denoised images were restored its variance and its gray mean gradient increased also its laplacian gradient increased. Restoration with Gaussian fitted point spread function is beneficial to interpreting and analyzing the remote sensing images. After restoration the blur phenomenon of the images is reduced. The characters are highlighted and the visual effect of the images is clearer. 2011 IEEE.
页码208-212
收录类别EI
源URL[http://ir.ciomp.ac.cn/handle/181722/33126]  
专题长春光学精密机械与物理研究所_中科院长春光机所知识产出_会议论文
推荐引用方式
GB/T 7714		 Yang L.,Zhang X.,Zhang X.,et al. Adaptive Wiener filtering with Gaussian fitted point spread function in image restoration (EI CONFERENCE)[C]. 见:2011 IEEE 2nd International Conference on Software Engineering and Service Science, ICSESS 2011, July 15, 2011 - July 17, 2011. Beijing, China.

入库方式： OAI收割

来源：长春光学精密机械与物理研究所

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