論文

査読有り
2004年

Estimating the gradient threshold in the Perona-Malik equation

IEEE Signal Processing Magazine
  • Francesco Voci
  • ,
  • Shigeru Eiho
  • ,
  • Naozo Sugimoto
  • ,
  • Hiroyuki Sekiguchi

21
3
開始ページ
39
終了ページ
65
記述言語
英語
掲載種別
研究論文(学術雑誌)
DOI
10.1109/MSP.2004.1296541
出版者・発行元
Institute of Electrical and Electronics Engineers Inc.

An overview is given of a regularized model of the PM diffusion equation for image segmentation. First, the hypothesis of well-posedness in the discrete space and the stability conditions is presented. Second, two methods are shown for automatic setting of the gradient threshold k, which is changed for each iteration of the partial differential equation (PDE) integration steps. Third, implementation of experimental segmentations for noise reduction of generic digital images and for segmentation of microcalcifications on X-ray biomedical changes is outlined.

リンク情報
DOI
https://doi.org/10.1109/MSP.2004.1296541
ID情報
  • DOI : 10.1109/MSP.2004.1296541
  • ISSN : 1053-5888
  • SCOPUS ID : 85032760047

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