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In image restoration, we usually assume that the underlying image has a good sparse approximation under a certain system. Wavelet tight frame system has been proven to be such an efficient system to sparsely approximate piecewise smooth images. Thus, it has been widely used in many practical image restoration problems. However, images from different scenarios are so diverse that no static wavelet...
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