Multi-Threshold Level Set Model for Image Segmentation

被引：11
|
作者：
Hsu, Chih-Yu [1 ]
Yang, Chih-Hung [2 ]
Wang, Hui-Ching [2 ]
机构：
[1] ChaoYang Univ Technol, Dept Informat & Commun Engn, Taichung 41349, Taiwan
[2] Natl Chung Hsing Univ, Dept Appl Math, Taichung 40227, Taiwan
来源：
EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING | 2010年
关键词：
ACTIVE CONTOURS; SHAPE; CONSTRAINTS;
D O I：
10.1155/2010/950438
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
A multi-threshold level set model for image segmentations is presented in the paper. The multi-threshold level set formulation uses a speed function for stopping the locations of the active contours. The speed function with multiple thresholds is designed for detecting boundaries of multiple regions of interest (ROI) in images. These thresholds can be automatically obtained by Fuzzy C-means method. The experimental results show that the proposed method is able to capture boundaries of multiple regions of interest.
引用
收藏
页数：8
相关论文
共 50 条
  • [21] An Adaptive Fuzzy Clustering Algorithm Based on Multi-threshold for Infrared Image Segmentation
    Liu, Jin
    Liu, Yanli
    Ge, Qianqian
    COMPUTER VISION, CCCV 2015, PT I, 2015, 546 : 277 - 286
  • [22] Multi-threshold segmentation of remote-sensing image based on genetic algorithm
    Han, Min
    Wang, Aiqiang
    International Journal of Earth Sciences and Engineering, 2015, 8 (01): : 86 - 91
  • [23] Improved multi-threshold image segmentation algorithm based on potential function clustering
    Zhang, Zhi-Jia
    Huang, Sha-Bai
    Shi, Ze-Lin
    Guangdian Gongcheng/Opto-Electronic Engineering, 2005, 32 (08): : 64 - 68
  • [24] Image segmentation using the original histogram-based multi-threshold presegmentation
    Morzeev, YV
    Vizilter, YV
    Zheltov, SY
    IMAGE PROCESSING, SIGNAL PROCESSING, AND SYNTHETIC APERTURE RADAR FOR REMOTE SENSING, 1997, 3217 : 224 - 231
  • [25] A new multi-threshold image segmentation approach using state transition algorithm
    Han, Jie
    Yang, Chunhua
    Zhou, Xiaojun
    Gui, Weihua
    APPLIED MATHEMATICAL MODELLING, 2017, 44 : 588 - 601
  • [26] Research on Fast Multi-Threshold Image Segmentation Technique Using Histogram Analysis
    Xu, Mingjin
    Chen, Shaoshan
    Gao, Xiaopeng
    Ye, Qing
    Ke, Yongsheng
    Huo, Cong
    Liu, Xiaohong
    ELECTRONICS, 2023, 12 (21)
  • [27] Multi-threshold Image Segmentation based on K-means and Firefly Algorithm
    Yang, Jie
    Yang, Yang
    Yu, Weiyu
    Feng, Jiuchao
    PROCEEDINGS OF 3RD INTERNATIONAL CONFERENCE ON MULTIMEDIA TECHNOLOGY (ICMT-13), 2013, 84 : 134 - 142
  • [28] OTSU Multi-Threshold Image Segmentation Based on Improved Particle Swarm Algorithm
    Zheng, Jianfeng
    Gao, Yinchong
    Zhang, Han
    Lei, Yu
    Zhang, Ji
    APPLIED SCIENCES-BASEL, 2022, 12 (22):
  • [29] The improved strategy of BOA algorithm and its application in multi-threshold image segmentation
    Wang L.-W.
    Hung C.-C.
    Journal of Intelligent and Fuzzy Systems, 2024, 46 (04): : 10471 - 10492
  • [30] Multi-Threshold Image Segmentation Based on Improved Grey Wolf Optimization Algorithm
    Yao, Xiaotong
    Li, Zhiyuan
    Liu, Li
    Cheng, Xiao
    2018 4TH INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND MATERIAL APPLICATION, 2019, 252
12345