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
  • [41] A novel data mining method based on ant colony algorithm
    Jiang, WJ
    Xu, YS
    Xu, YH
    [J]. ADVANCED DATA MINING AND APPLICATIONS, PROCEEDINGS, 2005, 3584 : 284 - 291
  • [42] Based on the Ant Colony Algorithm is a Distributed Intrusion Detection Method
    Wang, Yiran
    Wang, Chunxia
    [J]. INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2015, 9 (04): : 153 - 164
  • [43] Weaving Process Scheduling Method Based On ant colony algorithm
    Yang, Hualin
    Wang, Hairan
    [J]. ADVANCED MANUFACTURING TECHNOLOGY, PTS 1-4, 2012, 472-475 : 2043 - 2047
  • [44] A Job Shop Scheduling Method Based on Ant Colony Algorithm
    Li, Junqing
    Deng, Huawei
    Liu, Dawei
    Song, Changqing
    Han, Ruiyi
    Hu, Taiyuan
    [J]. PROCEEDINGS OF THE 2021 IEEE INTERNATIONAL CONFERENCE ON PROGRESS IN INFORMATICS AND COMPUTING (PIC), 2021, : 453 - 457
  • [45] Remote sensing image classification based on adaptive ant colony algorithm
    Tongdi He
    Hao Tong
    [J]. Arabian Journal of Geosciences, 2020, 13
  • [46] Based on Ant Colony Algorithm the Improved Service Composition method
    Hui, Xu
    Caihong, Huangfu
    [J]. THIRD INTERNATIONAL SYMPOSIUM ON COMPUTER SCIENCE AND COMPUTATIONAL TECHNOLOGY (ISCSCT 2010), 2010, : 294 - 296
  • [47] An Improved Association Method of SLAM Based on Ant Colony Algorithm
    Zeng Wenjing
    Zhang Tiedong
    Wan Le
    Qin Zaibai
    [J]. ICIEA: 2009 4TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOLS 1-6, 2009, : 1536 - 1539
  • [48] The Clustering Algorithm Research of Image Emotional Characteristics Based on ant colony
    Li, Haifang
    Wen, Xia
    Jin, Hui
    [J]. 2008 INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION WORKSHOP: IITA 2008 WORKSHOPS, PROCEEDINGS, 2008, : 455 - 458
  • [49] Ant Colony Algorithm for Fractal Image Compression Based on Edge Property
    Jaferzadeh, Keyvan
    Shakeri, Majid
    Gholami, Samaneh
    [J]. 2009 FIFTH INTERNATIONAL CONFERENCE ON SOFT COMPUTING, COMPUTING WITH WORDS AND PERCEPTIONS IN SYSTEM ANALYSIS, DECISION AND CONTROL, 2010, : 232 - +
  • [50] An Ant Colony Optimization Algorithm Based Image Classification Method for Content-Based Image Retrieval in Cloud Computing Environment
    Seo, Kwang-Kyu
    [J]. COMPUTER APPLICATIONS FOR WEB, HUMAN COMPUTER INTERACTION, SIGNAL AND IMAGE PROCESSING AND PATTERN RECOGNITION, 2012, 342 : 110 - 117