Image deblurring with adaptive total variation model

Yang Bai, Yuanyuan Ding, Xin Zhang, Hongguang Jia, Lihong Guo · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2010

In this paper the models of blurring and methods of deblurring are introduced. A kind of nonlinear image deblurring approach is discussed, which comes from constrained optimization total variation approaches. An adaptive TV model method of image deblurring based on common TV model methods is proposed. The experimental results indicate that the proposed method can protect the details of the blurry image more efficiently and satisfy some deblurring requirements more adaptively.

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