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Automatic image decomposition

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2 Author(s)
Patwardhan, K.A. ; Dept. of Electr. & Comput. Eng., Minnesota Univ., USA ; Sapiro, G.

The decomposition of an image into its primitive components, such as cartoon plus texture, is a fundamental problem in image processing. In previous works, various authors have proposed a technique to achieve this decomposition into structure and texture. These two components are competing ones, and their proposed model has a critical parameter that controls this decomposition. In this paper, we show how to automatically select this parameter, and demonstrate with examples the importance of this optimal selection.

Published in:

Image Processing, 2004. ICIP '04. 2004 International Conference on  (Volume:1 )

Date of Conference:

24-27 Oct. 2004