A Method of Image Recognition Based on Improvement Ant Colony Algorithm

被引:0
|
作者
Sun, Baoshan [1 ]
Wan, Zhenkai [1 ]
机构
[1] Tianjin Polytechn Univ, Sch Comp Technol & Automat, Tianjin 300160, Peoples R China
关键词
Ant colony; algorithm; image; search;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article proposed one kind of improvement ant colony algorithm, has realized to the manipulator platform in the work piece image recognition function. Using the ant colony algorithm in the ant population's diversification, strengthened the search ergodicity, thus changes seeks to the most superior match result. In the improvement algorithm simulates the annealing thought integration to be more advantageous with the partial parameter auto-adapted adjustment in the iterative earlier period searches the optimal solution, later period sped up the convergence rate, reduced the optimization time.
引用
收藏
页码:3728 / 3731
页数:4
相关论文
共 50 条
  • [1] Texture image recognizing method based on ant colony algorithm
    Bi, XJ
    Sun, XX
    [J]. PROCEEDINGS OF THE IASTED INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND APPLICATIONS, 2006, : 45 - +
  • [2] An edge detection method of colony image based on mediocrity ant colony algorithm
    Zhang, Zhi-Hao
    Wang, Jie-Sheng
    Chen, Lin
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2024, 46 (01) : 2665 - 2691
  • [3] Based on an Improved Ant Colony Algorithm Fabric Image Detection Method
    Sun, Baoshan
    Wan, Zhenkai
    [J]. PROCEEDINGS OF 2010 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY (ICCSIT 2010), VOL 5, 2010, : 568 - 571
  • [4] Image Matching Based on Ant Colony Algorithm
    Shi Hong-yan
    Bei Zhao-yu
    [J]. CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 3888 - 3891
  • [5] An Improvement of a Mapping Method Based on Ant Colony Algorithm Applied to Smart Cities
    Xu, Kaiming
    Wu, Jianjun
    Huang, Tengchao
    Liang, Lei
    [J]. APPLIED SCIENCES-BASEL, 2022, 12 (22):
  • [6] A Star Recognition Method Based on the Adaptive Ant Colony Algorithm for Star Sensors
    Quan, Wei
    Fang, Jiancheng
    [J]. SENSORS, 2010, 10 (03) : 1955 - 1966
  • [7] A New Method of Shredded Paper Image Restoration Based on Ant Colony Algorithm
    Pan, Zixiao
    Wang, Mei
    [J]. 2017 CHINESE AUTOMATION CONGRESS (CAC), 2017, : 5526 - 5530
  • [8] Alignment Image Optimization Based on Ant Colony Algorithm
    Zeng Peiying
    Zhu Baoqiang
    Zhu Jianqiang
    [J]. LASER & OPTOELECTRONICS PROGRESS, 2022, 59 (10)
  • [9] Advances on image interpolation based on ant colony algorithm
    Rukundo, Olivier
    Cao, Hanqiang
    [J]. SPRINGERPLUS, 2016, 5
  • [10] Color Image Segmentation Based on the Ant Colony Algorithm
    Lu, Chaohui
    Yang, Xingyun
    Qi, Sha
    [J]. 2015 8TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING (CISP), 2015, : 438 - 442