Crease enhancement diffusion

AF Sole, A Lopez, G Sapiro

Research output: Contribution to journalArticleResearchpeer-review

22 Citations (Scopus)

Abstract

Ridge and valley structures are important image features, especially in oriented textures. Usually, the extraction of these structures requires a prefiltering step to regularize the source image. In this paper, we show that classical diffusion-based filters are not always appropriate for this task and propose a new filtering process. This new filter can be interpreted as an example of introducing the intrinsic image structure in a diffusion process. (C) 2001 Elsevier Science (USA).
Original languageEnglish
Pages (from-to)241-248
Number of pages8
JournalComputer Vision and Image Understanding
Volume84
Issue number2
DOIs
Publication statusPublished - Nov 2001

Keywords

  • PDEs
  • Anisotropic diffusion
  • Diffusion process
  • Ridges
  • Structure tensor
  • Valleys

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