Alignment Image Optimization Based on Ant Colony Algorithm

被引:3
|
作者
Zeng Peiying [1 ]
Zhu Baoqiang [1 ]
Zhu Jianqiang [1 ]
机构
[1] Chinese Acad Sci, Shanghai Inst Opt & Fine Mech, Natl Lab High Power Laser & Phys, Shanghai 201800, Peoples R China
关键词
image processing; ant colony algorithm; high power laser; optical path alignment;
D O I
10.3788/LOP202259.1011001
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
The alignment system automatically adjusts the beam of a high-power laser driver; thus, it is the main method to ensure high beam quality. It performs feedback control based on the results of alignment image processing, wherein the recognition and extraction for the laser spot and reference center is key. In this paper, the ant colony algorithm is introduced into the extraction of collimating reference contour and spot contour. The image gray gradient is used as the pheromone to improve the edge extraction ability for the reference and spot. At the same time, the ant colony algorithm is optimized according to the collimating image characteristics to enhance the adaptability of the collimating system.
引用
收藏
页数:6
相关论文
共 14 条
  • [1] Candy James V., 2005, Proceedings of the SPIE - The International Society for Optical Engineering, V5907, p59070B, DOI 10.1117/12.621322
  • [2] Edge Detection of Noisy Images in NSCT Domain Based on Fractional Differentiation
    Chen Junxie
    Liao Yipeng
    [J]. LASER & OPTOELECTRONICS PROGRESS, 2021, 58 (08)
  • [3] Ding L, 2009, CHINESE J LASERS, V36, P1101
  • [4] Dorigo M., 1997, IEEE Transactions on Evolutionary Computation, V1, P53, DOI 10.1109/4235.585892
  • [5] Ant system: Optimization by a colony of cooperating agents
    Dorigo, M
    Maniezzo, V
    Colorni, A
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 1996, 26 (01): : 29 - 41
  • [6] [杜亚志 Du Yazhi], 2017, [光学技术, Optical Technology], V43, P169
  • [7] He C, 2012, ACTA AUTOMATICA SINI, V38, P776
  • [8] Edge detection improvement by ant colony optimization
    Lu, De-Sian
    Chen, Chien-Chang
    [J]. PATTERN RECOGNITION LETTERS, 2008, 29 (04) : 416 - 425
  • [9] Edge detection using ant algorithms
    Nezamabadi-pour, H
    Saryazdi, S
    Rashedi, E
    [J]. SOFT COMPUTING, 2006, 10 (07) : 623 - 628
  • [10] Center Extraction Method of Multiple and Overlapping Faculae Based on Ellipse Fitting
    Pan Deng
    Li Yanli
    Gao Dong
    Zheng Jianhua
    [J]. ACTA OPTICA SINICA, 2020, 40 (14)