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