Anisotropic diffusion of multivalued images with applications to color filtering

Guillermo Sapiro, Dario L. Ringach

Research output: Contribution to journalArticlepeer-review

404 Scopus citations

Abstract

A general framework for anisotropic diffusion of multivalued images is presented. We propose an evolution equation where, at each point in time, the directions and magnitudes of the maximal and minimal rate of change in the vector-image are first evaluated. These are given by eigenvectors and eigenvalues of the first fundamental form in the given image metric. Then, the image diffuses via a system of coupled differential equations in the direction of minimal change. The diffusion "strength" is controlled by a function that measures the degree of dissimilarity between the eigenvalues. We apply the proposed framework to the filtering of color images represented in CIE-L*a*b* space.

Original languageEnglish (US)
Pages (from-to)1582-1586
Number of pages5
JournalIEEE Transactions on Image Processing
Volume5
Issue number11
DOIs
StatePublished - 1996
Externally publishedYes

All Science Journal Classification (ASJC) codes

  • Software
  • Computer Graphics and Computer-Aided Design

Fingerprint

Dive into the research topics of 'Anisotropic diffusion of multivalued images with applications to color filtering'. Together they form a unique fingerprint.

Cite this