Research on Algorithm of PSO in Image Segmentation of Cement-based

被引:0
|
作者
Liu, Wei [1 ]
Deng, Xiaojie [1 ]
Shi, Heng [1 ]
机构
[1] Hubei Univ Technol, Sch Comp Sci, Wuhan, Hubei, Peoples R China
关键词
OTSU; PSO; segmentation; OPTIMIZATION;
D O I
10.1109/CCBD.2016.74
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This paper selects OTSU segmentation method. In order to verify the superiority of Chaos Particle Swarm Optimization, before segmentation, use test function detects chaos particle swarm (PSO) algorithm accuracy and efficiency. Then OTSU method were optimized and contrasted by four kinds of optimization algorithms. In order to select the best image segmentation, it provides a scalable processing platform for future research.
引用
收藏
页码:380 / 384
页数:5
相关论文
共 50 条
  • [1] Improvement of Grayscale Image Segmentation Based On PSO Algorithm
    Zheng, Liping
    Pan, Quanke
    Li, Guangyao
    Liang, Jing
    [J]. ICCIT: 2009 FOURTH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCES AND CONVERGENCE INFORMATION TECHNOLOGY, VOLS 1 AND 2, 2009, : 442 - +
  • [2] Research of image inpainting algorithm based on image segmentation
    Ou, Xianfeng
    Yan, Pengcheng
    Hu, Wenjing
    Wu, Jianhui
    Tu, Bing
    Guo, Longyuan
    Peng, Xin
    Zhang, Guoyun
    Wang, Peng
    [J]. JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING, 2018, 18 (03) : 637 - 644
  • [3] Research of Image Segmentation Based on Genetic Algorithm
    Zhu Meining
    Hu Zhili
    Chen Xiumin
    [J]. THIRD INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2011), 2011, 8009
  • [4] IMAGE SEGMENTATION ALGORITHM RESEARCH BASED ON SVM
    Kun, Luo
    [J]. 2011 3RD INTERNATIONAL CONFERENCE ON COMPUTER TECHNOLOGY AND DEVELOPMENT (ICCTD 2011), VOL 2, 2012, : 1 - 5
  • [5] Image Segmentation Research Based on Genetic Algorithm
    Guan Xiao-wei
    Zhu Xia
    [J]. MEMS, NANO AND SMART SYSTEMS, PTS 1-6, 2012, 403-408 : 1622 - +
  • [6] Research on image segmentation algorithm based on threshold
    Song, Shaozhong
    Gao, Ting
    [J]. 2021 13TH INTERNATIONAL CONFERENCE ON MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION (ICMTMA 2021), 2021, : 306 - 308
  • [7] Research of Image Segmentation Algorithm Based on Clustering
    Wan Pu
    Wang Lisha
    [J]. PROCEEDINGS OF THE 2016 2ND WORKSHOP ON ADVANCED RESEARCH AND TECHNOLOGY IN INDUSTRY APPLICATIONS, 2016, 81 : 217 - 222
  • [8] Image Segmentation Technology of the Ostu Method for Image Materials Based on Binary PSO Algorithm
    Liu, Shuo
    [J]. ADVANCES IN COMPUTER SCIENCE, INTELLIGENT SYSTEM AND ENVIRONMENT, VOL 1, 2011, 104 : 415 - 419
  • [9] An Improved PSO-FCM Algorithm for Image Segmentation
    Peng Xia
    Yao Lin
    Zhang Li-Hua
    [J]. 2019 3RD INTERNATIONAL WORKSHOP ON RENEWABLE ENERGY AND DEVELOPMENT (IWRED 2019), 2019, 267
  • [10] A PSO-based Algorithm with Subswarm Using Entropy and Uniformity for Image Segmentation
    Lin, Jzau-Sheng
    Wu, Shou-Hung
    [J]. 2012 SIXTH INTERNATIONAL CONFERENCE ON GENETIC AND EVOLUTIONARY COMPUTING (ICGEC), 2012, : 500 - 504