Title: Sparse Representation Theory and Applications of Image:A Survey
Abstract:Recently,the sparse representation over learned redundant dictionaries is widely applied into kinds of signal and image processing tasks.In this paper,the theory and the research direction of the spar...Recently,the sparse representation over learned redundant dictionaries is widely applied into kinds of signal and image processing tasks.In this paper,the theory and the research direction of the sparse representations are introduced.Meanwhile,its applications in the image processing and analysis domain are summarized from re-configurability and distinguish ability of sparse representations.Read More
Publication Year: 2012
Publication Date: 2012-01-01
Language: en
Type: article
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