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《Journal of Anhui Agricultural Sciences》 2009-05
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Application of Singular Value Decomposition in the Image Restoration of Stored-grain Pests

SHI Wei et al(Department of Electrical and Information Engineering,Wuhan Polytechnic University,Wuhan,Hubei 430023)  
In allusion to no inverse matrix of point spread function matrix in the image restoration of stored-grain pests,a kind of method of realizing the image restoration by using singular value decomposition and Moor-Penrose generalized inverse was proposed.Through the singular value decomposition of the matrix, Moor-Penrose generalized inverse was calculated.Finally,a good approximation of the original image was obtained and the algorithm was realized on Matlab.The results showed that the method had a good effect on the restoration of motion blurred image.
【Fund】: 湖北省自然科学基金资助项目(2003ABA053);; 武汉市青年科技晨光计划资助项目(20035002016-09);; 湖北省教育厅青年基金资助项目(Q200618002)
【CateGory Index】: TP391.41
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【Citations】
Chinese Journal Full-text Database 1 Hits
1 GUI Jiang-Sheng YING Yi-bin (College of BioSystem and Food Science,Zhejiang University,Hangzhou Zhejiang 310029 China);Blurred Image Resuming of Moving Fruit Based on GMI and SVD[J];Journal of Biomathematics;2006-03
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 YE Qing1,ZHAO Ming-hui1,LI Fei1,LI Bin1,FAN Bin2(1.Department of Electro-Optics,Electronic Engineering Institute,Hefei 230037,China;2.Military Representative Office of the Army Aeronautic Department Resided in Shanghai Region for the Headquarters of General Staff,Shanghai 200233,China);Study on nighttime lane detection in complex environment[J];Journal of Anhui University(Natural Sciences);2008-06
2 WANG Jian et al(College of Biology and Science,Sichuan Agricultural University,Yaan,Sichuan 625014);Research on Application of Computer Vision in the Identification of Tea[J];Journal of Anhui Agricultural Sciences;2006-10
3 LIU Ting-ting(School of Software and Microelectronics,Beijing University,Beijing 100093);Research on Recognition of Rhizocotonia solani Based on Support Vector Machine[J];Journal of Anhui Agricultural Sciences;2011-28
4 REN Xiao-dong et al(Institute for the Control of Agrochemicals,Ministry of Agriculture,Beijing 100125);Model for Cucumber Disease Images Based on GMM[J];Journal of Anhui Agricultural Sciences;2011-34
5 JIANG Hong-jun et al(Institute for the History of Science and Technology,Inner Mongolia Normal University,Hohhot,Inner Mongolia 010020);Automatic Segmentation for Cell's Image Based on Morphological Gradient[J];Journal of Anhui Agricultural Sciences;2012-01
6 LIU Gang et al(Department of Computer Science and Technology,Shandong University of Technology,Zibo,Shandong 255049);Quality Detection of Apples Based on Computer Vision[J];Journal of Anhui Agricultural Sciences;2012-08
7 DAI Zhi-xiang~1,SHAO Lu-shou~1,DING Ke-jian~2,WEI Yun~1,GE Jing~1(1.School of Engineering,Anhui Agricultural University,Hefei 230036;2.School of Plant Protection,Anhui Agricultural University,Hefei 230036);Detection of paddy based on ratio image of G component to R component[J];Journal of Anhui Agricultural University;2006-02
8 XU Juan(School of Mathematics and Computational Science,Anqing Teachers College,Anqing 246133,China);The ROF Image Denoising Model and Simulation[J];Journal of Anqing Teachers College(Natural Science Edition);2010-02
9 SUN Hong-xing,WANG Feng-di,ZHAO Nan-nan(School of Electronic and Engineering,Liaoning Universtity of Science and Technology,Anshan 114051,China);Denoise and segmentation research of hand vein images[J];Journal of University of Science and Technology Liaoning;2010-01
10 ZHANG Hai-jian,CHEN Xiang-dong,WANG Shi-hai(School of Information Science and Technology,Southwest Jiaotong University,Chengdu 610031,CHN);Adaptive Wavelet Denoising Algorithm for Pseudo-color Infrared Images[J];Semiconductor Optoelectronics;2008-02
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