Application of image processing system using fuzzy chips to soft tissue extraction

Satoshi Matsushita, Hiroshi Oyamada, Masahiro Kusakabe, Naoki Suzuki

Research output: Contribution to journalConference article

Abstract

This paper describes our new medical imaging processing system using fuzzy chips, which is capable of generating image of contour of tissue, such as liver, carotid artery, and hepatic duct. Fuzzy inference method was used in extracting contour image of such structures out of original image from MRL Our previous system was built on a personal computer equipped with a fuzzy chip, while our new system reported in this paper has a graphic workstation equipped with a specially made fuzzy inference board having multiple fuzzy chips. This change has achieved great enhancement in processing speed. The fuzzy inference board was connected via VME bus to a graphic workstation, which controls flow of data to and from the fuzzy inference board, preprocessing of original medical image data, and final stage of determining contour of interested structures.

Original languageEnglish
Pages (from-to)781-788
Number of pages8
JournalProceedings of SPIE - The International Society for Optical Engineering
Volume2434
DOIs
Publication statusPublished - 1995 May 12
Externally publishedYes
EventMedical Imaging 1995: Image Processing - San Diego, United States
Duration: 1995 Feb 261995 Mar 2

Keywords

  • 3D image
  • 3D reconstruction
  • 3D x-ray CT
  • Edge extraction
  • Fuzzy chip
  • Fuzzy inference
  • Liver
  • Mri
  • Soft tissue

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics
  • Computer Science Applications
  • Applied Mathematics
  • Electrical and Electronic Engineering

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