Image Segmentation Based on Level Set Method

被引:33
|
作者
Jiang, Xin [1 ]
Zhang, Renjie [1 ]
Nie, Shengdong [1 ]
机构
[1] Shanghai Univ Sci & Technol, Shanghai 201800, Peoples R China
来源
2012 INTERNATIONAL CONFERENCE ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING (ICMPBE2012) | 2012年 / 33卷
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
  • [11] A level set method based on local direction gradient for image segmentation with intensity inhomogeneity
    Ma, Yingran
    Peng, Yanjun
    MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 77 (23) : 30703 - 30727
  • [12] A level set method based on additive bias correction for image segmentation
    Weng, Guirong
    Dong, Bin
    Lei, Yu
    EXPERT SYSTEMS WITH APPLICATIONS, 2021, 185
  • [13] New Medical Image Sequences Segmentation Based on Level Set Method
    Qin, Xujia
    Zhang, Suqiong
    PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND SIGNAL PROCESSING, 2009, : 22 - 27
  • [14] Medical Image Segmentation Based on Wavelet Transformation and Level set method
    Larbi, Messaouda
    Rouini, Abdelghani
    Messali, Zoubeida
    Larbi, Samira
    2019 3RD INTERNATIONAL CONFERENCE ON APPLIED AUTOMATION AND INDUSTRIAL DIAGNOSTICS (ICAAID 2019), 2019,
  • [15] A Level Set Method to Image Segmentation Based on Local Direction Gradient
    Peng, Yanjun
    Ma, Yingran
    KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2018, 12 (04): : 1760 - 1778
  • [16] Multilayer level set method for multiregion image segmentation
    Fang, Jiangxiong
    Yang, Jie
    Tu, Enmei
    Jia, Zhenghong
    Kasabov, Nikola
    OPTICAL ENGINEERING, 2011, 50 (06)
  • [17] 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)
  • [18] Underwater image segmentation based on fast level set method
    Li, Yujie
    Xu, Huiliang
    Li, Yun
    Lu, Huimin
    Serikawa, Seiichi
    INTERNATIONAL JOURNAL OF COMPUTATIONAL SCIENCE AND ENGINEERING, 2019, 19 (04) : 562 - 569
  • [19] Sonar Image Segmentation based on an Improved Level Set Method
    Liu, Guangyu
    Bian, Hongyu
    Shi, Hong
    2011 INTERNATIONAL CONFERENCE ON COMPUTERS, COMMUNICATIONS, CONTROL AND AUTOMATION (CCCA 2011), VOL III, 2010, : 23 - 26
  • [20] Sonar Image Segmentation based on an Improved Level Set Method
    Liu, Guangyu
    Bian, Hongyu
    Shi, Hong
    2012 INTERNATIONAL CONFERENCE ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING (ICMPBE2012), 2012, 33 : 1168 - 1175