DocumentCode :
3328034
Title :
Image decomposition using deconvolution
Author :
Cho, Sunghyun ; Lee, Hyunjun ; Lee, Seungyong
Author_Institution :
POSTECH, Pohang, South Korea
fYear :
2010
fDate :
26-29 Sept. 2010
Firstpage :
1965
Lastpage :
1968
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.
Keywords :
deconvolution; image texture; low-pass filters; deconvolution operation; high-frequency texture information; image decomposition; image filtering techniques; low-pass filtering; Deconvolution; Graphics; Image decomposition; Image restoration; Minimization; Pixel; TV; image decomposition; image filtering; texture layer;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
ISSN :
1522-4880
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
Type :
conf
DOI :
10.1109/ICIP.2010.5651153
Filename :
5651153
Link To Document :
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