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《Journal of Zhejiang University(Engineering Science)》 2009-04
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Anti-texture-noise segmentation technique for color textile images

YANG Bin-wei1,2,LU Xi-qun2(1.Department of Computer Engineering,Zhejiang Institute of Mechanical and Electrical Engineering,Hangzhou 310053,China;2.College of Computer Science and Technology,Zhejiang University,Hangzhou 310027,China)  
Based on the two distinctive features of textile images: 1) there are only a few dominant colors in textile images;2) the colors in textile images are sensitive to the inherent fabric texture,which known as "texture noise",a multiscale maximum a posterior(MAP) segmentation scheme based on a context model was proposed.First,the dominant colors and a uniform texture region in a textile image were extracted with human vision guidance.Initially a crude segmentation was processed at the lowest scale.By gradually increasing the scale,the segmentation result was recursively refined at each scale based on the context model.Experimental results showd that this algorithm can achieve good segmentation performance when tested on color textile images with texture noise,and that this algorithm can produce higher quality edge images when compared with the mean-shift algorithm and the multiscale block segmentation approach based on quadtree structure.
【CateGory Index】: TP391.41
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Chinese Journal Full-text Database 4 Hits
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1 YANG Bin-wei,LU Xi-qun,CHEN Chun (College of Computer Science, Zhejiang University, Hangzhou 310027, China);Multiscale color segmentation algorithm for textile images[J];浙江大学学报(工学版);2005-04
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1 JING Junfeng;LI Yang;LI Pengfei;JIAO Yang;School of Electronic and Information,Xi'an Polytechnic University;;Textile printing pattern image segmentation based on multiscale Markov random field model in wavelet domain[J];纺织学报;2014-01
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4 Yuan Jiali~1 Liu Ruihua~2 Gao Xuan~3 Yang Jun~1 Yuan Libo~1 1 Photonies Research Center,School of Science,Harbin Engineering University,Harbin 150001 2 Department of Ophothalmology,The First Affiliated Hospital of Harbin Medicine University,Harbin 150001 3 The Second Affiliated Hospital of Harbin Medicine University,Harbin 150086;Preprocessing Technology of Retina Optical Coherence Tomography Image[J];光学学报;2007-03
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3 Li Peixin1 Ma Yue2 Yu Dong2 Wang Zhicheng1,2 Han Xu3 1.Graduate School of Chinese Academy of Sciences,Beijing,100049 2.National Engineering Research Centre for High-end CNC,Shenyang Institute of Computing Technology,Chinese Academy of Sciences,Shenyang,110171 3.Shenyang Golding NC Tech.Co.,Ltd.,Shenyang,110171;A Method of Real-time Estimation of Contouring Errors[J];中国机械工程;2011-04
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9 WANG Xia-ling1,L Yue1,2,WEN Ying2,3(1.Department of Computer Science and Technology,East China Normal University,Shanghai 200241,China; 2.Shanghai Research Institute of China Post Group,Shanghai 200062,China;3.Institute of Image Processing and Pattern Recognition,Shanghai Jiao Tong University,Shanghai 200240,China);Automatic location and recognition of barcodes on objects with complex background and non-uniform lighting[J];智能系统学报;2010-01
10 YANG Bin-wei1,2,LU Xi-qun2(1.Department of Computer Engineering,Zhejiang Institute of Mechanical and Electrical Engineering,Hangzhou 310053,China;2.College of Computer Science and Technology,Zhejiang University,Hangzhou 310027,China);Anti-texture-noise segmentation technique for color textile images[J];浙江大学学报(工学版);2009-04
【Secondary References】
Chinese Journal Full-text Database 8 Hits
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