A Fast Algorithm for Medical Image Segmentation Based on Improved Incremental Variational Level Set

被引：0
|
作者：
Shen, Yi [1 ]
Zhu, Chunhui [1 ]
Wang, Qiang [1 ]
Hao, Jiasheng [1 ]
机构：
[1] Harbin Inst Technol, Dept Control Sci & Engn, Harbin 150006, Peoples R China
来源：
I2MTC: 2009 IEEE INSTRUMENTATION & MEASUREMENT TECHNOLOGY CONFERENCE, VOLS 1-3 | 2009年
关键词：
medical image segmentation; level set; Chan-Vese model;
D O I：
暂无
中图分类号：
TH7 [仪器、仪表];
学科分类号：
0804 ; 080401 ; 081102 ;
摘要：
According to the low calculating speed of Chan-Vese model for image segmentation caused by the iteration in process of evolution in the whole image region, a fast medical image segmentation method based on improved incremental variational level set is presented in this paper, in which incremental mode is adopted to get average gray value in iteration and a progressive iterative formula is used as the modification of analytical formula, so that some fast algorithms such as narrowband method could be applied to increase the efficiency of segmentation which makes the model more practical.
引用
收藏
页码：423 / 426
页数：4
相关论文
共 50 条
  • [41] An Improved Algorithm for Medical Image Segmentation
    Huang, Ting-lei
    Bai, Xue
    SECOND INTERNATIONAL CONFERENCE ON GENETIC AND EVOLUTIONARY COMPUTING: WGEC 2008, PROCEEDINGS, 2008, : 289 - 292
  • [42] An improved segmentation algorithm for medical image
    Zhang, Hao
    Yang, Jiongzhao
    Zheng, Jiangyan
    Lou, Guohuan
    Han, Yanfei
    International Journal of Applied Mathematics and Statistics, 2013, 46 (16): : 142 - 150
  • [43] A Fast Incremental Spectral Clustering Algorithm for Image Segmentation
    Wang, Xiaochun
    Chang, Chenyu
    Wang, Xia Li
    PROCEEDINGS 2017 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND COMPUTATIONAL INTELLIGENCE (CSCI), 2017, : 402 - 407
  • [44] A variational level set SAR image segmentation approach based on statistical model
    Cao, Zong-Jie
    Min, Rui
    Pang, Ling-Li
    Pi, Yi-Ming
    2008, Science Press (30):
  • [45] Variational level set method of image segmentation based on boundary and region information
    Liu, Xiu-Ping
    Chang, Xian-Tang
    Li, Zhi-Long
    Dalian Ligong Daxue Xuebao/Journal of Dalian University of Technology, 2008, 48 (05): : 754 - 758
  • [46] Variational and Shape Prior-based Level Set Model for Image Segmentation
    Diop, El Hadji S.
    Ba, Sileye O.
    Jerbi, Taha
    Burdin, Valerie
    NUMERICAL ANALYSIS AND APPLIED MATHEMATICS, VOLS I-III, 2010, 1281 : 2139 - +
  • [47] Research on prevention of blocking bunker by image segmentation based on variational level set
    Li D.
    Xiao L.-Q.
    Sun J.-P.
    Tian X.-L.
    Cheng D.-Q.
    Xiao, Li-Qing (lidanonline@163.com), 1600, China Coal Society (41): : 273 - 278
  • [48] Parameter-adaptive image segmentation based on variational level set method
    Liu, Jing
    Zhu, Xiaomei
    Liu, Chao
    ICIC Express Letters, 2013, 7 (09): : 2581 - 2585
  • [49] Image segmentation based on least error rate and fast level set
    Wei, Zi-Fu
    Bi, Du-Yan
    Xu, Jian-Jun
    Guangdianzi Jiguang/Journal of Optoelectronics Laser, 2010, 21 (01): : 130 - 135
  • [50] CULTURAL ALGORITHM FOR LEVEL SET IMAGE SEGMENTATION
    Dong, Guanghui
    Xi, Zhihong
    Xiao, Yihan
    3RD INTERNATIONAL SYMPOSIUM ON INFORMATION ENGINEERING AND ELECTRONIC COMMERCE (IEEC 2011), PROCEEDINGS, 2011, : 51 - 54
12345