Surface Extraction of Skin Inner Tissue Interface from 3D Volumetric Images of Human Skin via 3D Active Contour Model

Jiahui Wang, Hideo Saito, Shinji Ozawa, Tomohiro Kuwahara, Toyonobu Yamashita, Motoji Takahashi

Research output: Contribution to journalArticle

Abstract

Analysis of skin inner tissue in three-dimensions has great value in evaluating cosmetics. In this paper we developed a method of automatically extracting the interface of skin inner tissue from volumetric confocal microscopic images with image segmentation algorithm, as well as reconstructing a 3D visual model of skin inner tissues interface. 3D Active contour model is an image segmentation algorithm and is used extensively in computer vision and image processing applications. We improved 3D active contour model by modifying the energy function of 3D active contour model and proposed an method for setting intial surface of it automatically. Furthermore we use nonlinear programming for finding numerical solution of the energy function. The proposed technique has successfully been applied to extract dermo-epidermal surface and upper surface of epidermis.

Original languageEnglish
Pages (from-to)756-764
Number of pages9
JournalIEEJ Transactions on Electronics, Information and Systems
Volume125
Issue number5
DOIs
Publication statusPublished - 2005

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Skin
Tissue
Image segmentation
Cosmetics
Nonlinear programming
Computer vision
Image processing

Keywords

  • 3D reconstruction
  • active contour model
  • confocal microscope
  • dermo-epidermal surface
  • nonlinear programming

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

Cite this

Surface Extraction of Skin Inner Tissue Interface from 3D Volumetric Images of Human Skin via 3D Active Contour Model. / Wang, Jiahui; Saito, Hideo; Ozawa, Shinji; Kuwahara, Tomohiro; Yamashita, Toyonobu; Takahashi, Motoji.

In: IEEJ Transactions on Electronics, Information and Systems, Vol. 125, No. 5, 2005, p. 756-764.

Research output: Contribution to journalArticle

Wang, Jiahui ; Saito, Hideo ; Ozawa, Shinji ; Kuwahara, Tomohiro ; Yamashita, Toyonobu ; Takahashi, Motoji. / Surface Extraction of Skin Inner Tissue Interface from 3D Volumetric Images of Human Skin via 3D Active Contour Model. In: IEEJ Transactions on Electronics, Information and Systems. 2005 ; Vol. 125, No. 5. pp. 756-764.
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