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The Application Of The Regularization Method In Image Processing

Posted on:2013-11-23Degree:MasterType:Thesis
Country:ChinaCandidate:X Y WeiFull Text:PDF
GTID:2248330374454809Subject:Computational Mathematics
Abstract/Summary:PDF Full Text Request
Image processing is a technique of analyzing the image with computers in order to achieve the prospective results. It is widely used in many fields of science research, such as the produce of industry and agriculture, the engineering of biomedicine, aviation and spaceflight, military affairs, industry inspection, vision of robot, police and justice, military instruction, culture and art. It is the demand of application and the intercourse of many subject that make the field a hotspot of research. The present paper aims at the discussion of math. Issue of image compressing and image recovering processing, introducing its study of math’s theory and math’s method, realizing some method in computers.Our paper is organized as follows.The first chapter is the introduction, emphasizing the domestic and overseas actuality and direction, the content of the text, showing the configurable figure,The second chapter is the basic theory which emphasizes the introduction of the theory that the text deals with, aiming at providing theoretic support for posterior research.The third chapter is image compressing which introducing the method of spec-tral cut, and provides the result of the experiment.The fourth chapter is image recovering processing which introducing the method of image recovering, and provides the math’s arithmetic and the result of the experiment.
Keywords/Search Tags:image compression, image reconstruction, singular value decomposi-tion, regularization method, ill posed problem
PDF Full Text Request
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