Image Segmentation Based on Level Set Method

被引:32
|
作者
Jiang, Xin [1 ]
Zhang, Renjie [1 ]
Nie, Shengdong [1 ]
机构
[1] Shanghai Univ Sci & Technol, Shanghai 201800, Peoples R China
关键词
Image segmentation; Level set method; C-V Model; MODELS;
D O I
10.1016/j.phpro.2012.05.143
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
Level set method can be effectively used to solve topology problems during the evolution of curves while the previous algorithms cannot deal with them. In recent years, there are many image segmentation algorithms based on level set method. For different applications of image processing, people have put forward the corresponding solutions, and a large number of researchers also continue to improve and enhance the efficiency and effectiveness of these algorithms. In this article, according to the development of the image segmentation methods based on level set, an overview is given for readers of different backgrounds in this field to use, and their characteristics are discussed. (C) 2012 Published by Elsevier B.V. Selection and/or peer review under responsibility of ICMPBE International Committee.
引用
收藏
页码:840 / 845
页数:6
相关论文
共 50 条
  • [31] An Image Segmentation Method Based on Improved Regularized Level Set Model
    Sun, Lin
    Meng, Xinchao
    Xu, Jiucheng
    Zhang, Shiguang
    APPLIED SCIENCES-BASEL, 2018, 8 (12):
  • [32] Image segmentation algorithm based on the second clustering and level set method
    Hai Jie
    Wu Li
    Wu Haiyan
    Du Hailong
    PROCEEDINGS OF THE 2016 4TH INTERNATIONAL CONFERENCE ON ELECTRICAL & ELECTRONICS ENGINEERING AND COMPUTER SCIENCE (ICEEECS 2016), 2016, 50 : 1136 - 1141
  • [33] A new level set method for inhomogeneous image segmentation
    Dong, Fangfang
    Chen, Zengsi
    Wang, Jinwei
    IMAGE AND VISION COMPUTING, 2013, 31 (10) : 809 - 822
  • [34] A variant of the level set method and applications to image segmentation
    Lie, Johan
    Lysaker, Marius
    Tai, Xue-Cheng
    MATHEMATICS OF COMPUTATION, 2006, 75 (255) : 1155 - 1174
  • [35] An adaptive level set method for improving image segmentation
    Chi-Wen Hsieh
    Chih-Yen Chen
    Multimedia Tools and Applications, 2018, 77 : 20087 - 20102
  • [36] A Relay Level Set Method for Automatic Image Segmentation
    Gao, Xinbo
    Wang, Bin
    Tao, Dacheng
    Li, Xuelong
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2011, 41 (02): : 518 - 525
  • [37] A variational level set method for multiphase image segmentation
    Pan, Zhenkuan
    Li, Hua
    Wei, Weibo
    Guo, Zhenbo
    2008 INTERNATIONAL CONFERENCE ON AUDIO, LANGUAGE AND IMAGE PROCESSING, VOLS 1 AND 2, PROCEEDINGS, 2008, : 525 - 530
  • [38] Robust level set method for medical image segmentation
    Zhang Hong-wei
    Liu Zheng-guang
    Chen Hong-xin
    FOURTH INTERNATIONAL CONFERENCE ON PHOTONICS AND IMAGING IN BIOLOGY AND MEDICINE, PTS 1 AND 2, 2006, 6047
  • [39] An Improved Adaptive Level Set Method for Image Segmentation
    Zhang, Li
    Wu, Kai-Teng
    Li, Ping
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2018, 32 (05)
  • [40] A novel level set method for medical image segmentation
    Biswas, Soumen
    Hazra, Ranjay
    PROCEEDINGS OF 2019 IEEE REGION 10 SYMPOSIUM (TENSYMP), 2019, : 237 - 242