Support vector regression based color image restoration in YUV color space |
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| Authors: | Ming Li Jie Yang Zhong-yi Su |
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| Institution: | LI Ming1,2,YANG Jie1,SU Zhong-yi2(1.Institute of Image Processing , Pattern Recognition,Shanghai Jiaotong University,Shanghai 200240,China,2.Department of Electronic Engineering,Shanghai Dianji University,China) |
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| Abstract: | A support vector regression(SVR) based color image restoration algorithm is proposed.The test color images are firstly mapped into the YUV color space,and then SVR is applied to build up a theoretical model between the degraded images and the original one.Performance comparisons of the proposed algorithm versus traditional filtering algorithms are given.Experimental results show that the proposed algorithm has better performance than traditional filtering algorithms and has less computation time than iterat... |
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| Keywords: | color image restoration support vector regression(SVR) color space |
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