Application of Particle Swarm Optimization to pattern identification

被引：0
|
作者：
Zhang Ying [1 ]
Chen Xuebo [1 ]
Wu Qinghong [1 ]
Wang Wei [1 ]
机构：
[1] Dalian Univ Technol, Sch Elect & Informat Engn, Dalian 116024, Peoples R China
来源：
PROCEEDINGS OF THE 24TH CHINESE CONTROL CONFERENCE, VOLS 1 AND 2 | 2005年
关键词：
pattern identification; PSO; binarization; thinning;
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：
A new algorithm for supervised pattern identification based on Particle Swarm Optimization (PSO) is proposed in this paper. At first, an image database with training image samples is set up. Secondly, image samples to be identified and stored in the database are preprocessed. Then, point matching is made between the identified images after preprocessing with the training images after preprocessing by using PSO, respectively. Finally, the identification is realized by seeking the minimum of a defined classification function. This algorithm is approved to be effective, accurate and simple by the experiments.
引用
收藏
页码：1752 / 1754
页数：3
相关论文
共 50 条
  • [31] A new particle swarm optimization algorithm with an application
    He, Guang
    Huang, Nan-jing
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2014, 232 : 521 - 528
  • [32] Particle swarm optimization application to microwave circuits
    Ulker, Sadik
    [J]. MICROWAVE AND OPTICAL TECHNOLOGY LETTERS, 2008, 50 (05) : 1333 - 1336
  • [33] Particle Swarm Optimization Algorithm Improvement and Application
    Xiaoli
    Baojunjie
    Kuanghang
    [J]. PROCEEDINGS OF 2010 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY (ICCSIT 2010), VOL 8, 2010, : 653 - 656
  • [34] Hybrid particle swarm optimization and its application
    Department of Automation, Tsinghua University, Beijing 100084, China
    [J]. Huagong Xuebao, 2008, 7 (1707-1710): : 1707 - 1710
  • [35] Application of a particle swarm optimization to the tank model
    Guimaraes Santos, Celso Augusto
    De Macedo Machado Freire, Paula Karenina
    Mishra, S. K.
    Soares Junior, Amilcar
    [J]. RISK IN WATER RESOURCES MANAGEMENT, 2011, 347 : 114 - +
  • [36] Application of the Particle Swarm Optimization in Microwave Engineering
    Xiao, Fei
    Tang, Xiao-Hong
    Wang, Ling
    Wu, Tao
    [J]. 2008 IEEE MIT-S INTERNATIONAL MICROWAVE WORKSHOP SERIES ON ART OF MINIATURIZING RF AND MICROWAVE PASSIVE COMPONENTS, 2008, : 187 - 189
  • [37] Application of Particle Swarm Optimization to Seismic Location
    Han Dong-xue
    Wang Gai-yun
    [J]. THIRD INTERNATIONAL CONFERENCE ON GENETIC AND EVOLUTIONARY COMPUTING, 2009, : 641 - 644
  • [38] Application of Particle Swarm Optimization for Production Scheduling
    Ghumare, M. M.
    Bewoor, L. A.
    Sapkal, S. U.
    [J]. 1ST INTERNATIONAL CONFERENCE ON COMPUTING COMMUNICATION CONTROL AND AUTOMATION ICCUBEA 2015, 2015, : 485 - 489
  • [39] Principle and Application Research of Particle Swarm Optimization
    Zhang, Zhiqiang
    Wang, Le
    Hu, Jiongsong
    [J]. 2020 5TH INTERNATIONAL CONFERENCE ON MECHANICAL, CONTROL AND COMPUTER ENGINEERING (ICMCCE 2020), 2020, : 1638 - 1642
  • [40] Application of Wavelet and Particle Swarm Optimization in Steganography
    Rajeswari, P.
    Shwetha, P.
    Purushothaman, S.
    [J]. 2017 2ND INTERNATIONAL CONFERENCE ON ANTI-CYBER CRIMES (ICACC), 2017, : 129 - 132
12345