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The implementation and evaluation of several CT image segmentation algorithms

  • Tian Yang*
  • , Qi Yao Wu
  • , Jie Tian
  • , Hua Yang
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

Interactive segmentation, region growing segmentation and thresholding segmentation are studied, which are used widely in image segmentation. These algorithms are applied in some experiments to deal with CT image and the satisfactory results are gotten. The results show that among these algorithms, thresholding segmentation does best in CT image segmentation; in dealing with relatively small images, satisfactory results can be got by using region growing segmentation; although more time will be needed in using interactive segmentation which is the most complex, it dose fairly well with images whose edges are relatively smooth. The evaluation of the three algorithms provides a scientific basis of the application of these algorithms.

Original languageEnglish
Pages (from-to)720-724
Number of pages5
JournalBeijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology
Volume20
Issue number6
StatePublished - 2000
Externally publishedYes

Keywords

  • CT image segmentation
  • Image segmentation algorithms
  • Interactive segmentation
  • Region growing segmentation
  • Thresholding segmentation

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