Automatic image decomposition

The decomposition of an image into its primitive components, such as cartoon plus texture, is a fundamental problem in image processing. In [11, 16], the authors 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.

• Type: Conference
• Year: 2004
• Where: ICIP
• Authors: Kedar A. Patwardhan, Guillermo Sapiro
• Keywords: Cartoon Plus Texture, Critical Parameter, ICIP 2004, Image Processing, Primitive Components