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IMAGE DECOMPOSITION USING DECONVOLUTION

By Sunghyun Cho, Hyunjun Lee and Seungyong Lee

Abstract

We present a novel method for decomposing an image into base and texture layers. Our method is simple and effective, and can handle textures of high contrast, which traditional image filtering techniques may not handle efficiently. The method first removes high-frequency texture information using low-pass filtering, and then restores structural information of the image using a deconvolution operation. Experimental results demonstrate the effectiveness of our method. Index Terms — texture layer, image decomposition, image filtering 1

Year: 2010
OAI identifier: oai:CiteSeerX.psu:10.1.1.170.8554
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