Automatic Image Decomposition

Abstract

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.

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Document Details

Document Type
Technical Report
Publication Date
Feb 01, 2004
Accession Number
ADA522288

Entities

People

  • Guillermo Sapiro
  • Kedar A. Patwardhan

Organizations

  • University of Minnesota

Tags

Communities of Interest

  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Abstracts
  • Algorithms
  • Automatic
  • Chemical Reactions
  • Computations
  • Decomposition
  • Differential Equations
  • Equations
  • Frequency
  • Information Operations
  • Iterations
  • Mathematics
  • Military Research
  • Minnesota
  • Oscillation
  • Partial Differential Equations
  • Standards

Fields of Study

  • Computer science

Readers

  • Computer Vision.