Image Segmentation Based on Level Set Method

被引:31
|
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
  • [1] Image Segmentation Based on Level Set Method
    Xin-Jiang
    Renjie-Zhang
    Shengdong-Nie
    Xin-Jiang
    [J]. 2010 INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT (CCCM2010), VOL IV, 2010, : 414 - 417
  • [2] Image segmentation based on level set method
    Ouyang Yimin
    Qi Xiaoping
    Zhang Qiheng
    [J]. ELECTRO-OPTICAL AND INFRARED SYSTEMS: TECHNOLOGY AND APPLICATIONS IV, 2007, 6737
  • [3] Segmentation of Bacteria Image Based on Level Set Method
    WANG Hua1
    [J]. Chinese Journal of Biomedical Engineering, 2008, 17 (04) : 146 - 152
  • [4] Makers based level set method for image segmentation
    Zheng, Sheng
    Yang, Chang-Cai
    Xiang, Shi-Ling
    Ye, Jin
    [J]. PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, : 947 - +
  • [5] MOMENT BASED LEVEL SET METHOD FOR IMAGE SEGMENTATION
    Zhou, Juan
    Yao, Lixiu
    Yang, Jie
    Li, Chunming
    [J]. 2008 15TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-5, 2008, : 1069 - 1072
  • [6] An Adaptive Image Segmentation Method Based on the Level Set
    Zhang Aili
    Li Sijia
    Liu Tuanning
    Li Zhiyong
    Zhang Yu
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON MATERIALS ENGINEERING AND INFORMATION TECHNOLOGY APPLICATIONS, 2015, 28 : 496 - 502
  • [7] A Study of Image Segmentation Based on Level Set Method
    Chang, Xiaowei
    Li, Daowang
    Xu, Yihong
    [J]. PROCEEDINGS OF THE 2013 INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER SCIENCE AND ELECTRONICS INFORMATION (ICACSEI 2013), 2013, 41 : 360 - 363
  • [8] MR image segmentation based on level set method
    Liu, Jin
    Wei, Xue
    Li, Langlang
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (17-18) : 11487 - 11502
  • [9] MR image segmentation based on level set method
    Jin Liu
    Xue Wei
    Langlang Li
    [J]. Multimedia Tools and Applications, 2020, 79 : 11487 - 11502
  • [10] Spinal CT image segmentation based on level set method
    Liu, Xia
    Wu, Yuhao
    Wang, Bo
    [J]. PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 10956 - 10961