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Author:

Wang, Yousheng (Wang, Yousheng.) | Gao, Xue (Gao, Xue.) | Wang, Yuting (Wang, Yuting.) | Sun, Jinge (Sun, Jinge.)

Indexed by:

EI Scopus SCIE

Abstract:

Segmentation of coronary artery intravascular ultrasound (IVUS) images is the first step in assessing blood vessel morphology and detecting possible atherosclerotic lesions. To overcome the disadvantage of manual acquisition of initial contour in traditional Snake algorithm and construction of external force only from gradient information, an improved Snake algorithm is proposed for automatic outer membrane segmentation in intravascular ultrasound images. Firstly, we design a basic segmentation algorithm to automatically extract the approximate contour of the first frame, and this is iterated as the initial contour of the Snake algorithm. Next, the extended structure tensor is combined with the Snake algorithm to make it part of the external force of the Snake algorithm, and then the curve is evolved to complete the segmentation. To verify the effectiveness of the proposed method, this paper not only shows the experimental results qualitatively, but also quantitatively measures the RMSE and RDD indices. Comparative experiments show that the proposed method not only has higher accuracy, but also has better timeliness.

Keyword:

Intravascular ultrasound images Structure tensor Snake algorithm Segmentation

Author Community:

  • [ 1 ] [Wang, Yousheng]Beijing Univ Technol, Beijing 100124, Peoples R China
  • [ 2 ] [Gao, Xue]Beijing Univ Technol, Beijing 100124, Peoples R China
  • [ 3 ] [Wang, Yuting]Beijing Univ Technol, Beijing 100124, Peoples R China
  • [ 4 ] [Sun, Jinge]Beijing Univ Technol, Beijing 100124, Peoples R China

Reprint Author's Address:

  • [Gao, Xue]Beijing Univ Technol, Beijing 100124, Peoples R China

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Source :

OPTIK

ISSN: 0030-4026

Year: 2021

Volume: 241

3 . 1 0 0

JCR@2022

ESI Discipline: PHYSICS;

ESI HC Threshold:72

JCR Journal Grade:2

Cited Count:

WoS CC Cited Count: 4

SCOPUS Cited Count: 8

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 3

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