A novel evolutionary template-matching algorithm and researches on it

被引：0
|
作者：
Gao, J [1 ]
Zhao, Q
Xu, XH
Yang, J
机构：
[1] Hefei Univ Technol, Lab Image Informat Proc, Hefei 230009, Peoples R China
[2] Chinese Acad Sci, Inst Intelligent machines, Ctr Biomimet Sensing & Control Res, Hefei 230031, Peoples R China
来源：
CHINESE JOURNAL OF ELECTRONICS | 2006年 / 15卷 / 02期
关键词：
evolutionary template; image matching; evolutionary computation (EC); evolutionary strategy (ES);
D O I：
暂无
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：
This paper proposed a novel evolutionary template-matching algorithm and studied its convergence problem. The method regarded the image matching as a global optimization problem where the main task is to find the parameters of the affine transformation. It can greatly decrease computation amount and quickly detect the affine transformed object from noises-polluted images. Experimental results demonstrate this approach's feasibility and its potential in practical applications.
引用
收藏
页码：246 / 250
页数：5
相关论文
共 50 条
  • [1] Evaluation of matching accuracy of template-matching using a steganography algorithm
    Ishizuka, Hirokazu
    Sakurai, Koichi
    Echizen, Isao
    Iwamura, Keiichi
    [J]. PROCEEDINGS OF 2015 THIRD INTERNATIONAL SYMPOSIUM ON COMPUTING AND NETWORKING (CANDAR), 2015, : 457 - 462
  • [2] Irregular Workpiece Template-Matching Algorithm Using Contour Phase
    Su, Shaohui
    Wang, Jiadong
    Zhang, Dongyang
    [J]. ALGORITHMS, 2022, 15 (09)
  • [3] A novel evolutionary algorithm inspired by the states of matter for template matching
    Cuevas, Erik
    Echavarria, Alonso
    Zaldivar, Daniel
    Perez-Cisneros, Marco
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2013, 40 (16) : 6359 - 6373
  • [4] Acoustic template-matching for automatic emergency state detection: An ELM based algorithm
    Principi, Emanuele
    Squartini, Stefano
    Cambria, Erik
    Piazza, Francesco
    [J]. NEUROCOMPUTING, 2015, 149 : 426 - 434
  • [5] Automated inspection of PCB components using a genetic algorithm template-matching approach
    Crispin, A. J.
    Rankov, V.
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2007, 35 (3-4): : 293 - 300
  • [6] Automated inspection of PCB components using a genetic algorithm template-matching approach
    A. J. Crispin
    V. Rankov
    [J]. The International Journal of Advanced Manufacturing Technology, 2007, 35 : 293 - 300
  • [7] A Template-Matching Method for Optical Power Monitoring
    Yu, Zhu Liang
    Liu, Gordon Ning
    Zhou, Ran
    Gu, Zhenghui
    Li, Yuanqing
    [J]. IEEE PHOTONICS TECHNOLOGY LETTERS, 2011, 23 (19) : 1388 - 1390
  • [8] A template-matching approach for protein surface clustering
    Baldacci, L.
    Golfarelli, M.
    Lumini, A.
    Rizzi, S.
    [J]. 18TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 3, PROCEEDINGS, 2006, : 340 - +
  • [9] A Biology-Based Template-Matching Framework
    Perroni Filho, Helio
    De Souza, Alberto Ferreira
    [J]. 2012 12TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS (ISDA), 2012, : 326 - 331
  • [10] Impulse restoration-based template-matching using the expectation-maximization algorithm
    AbuNaser, A
    Galatsanos, NP
    Wernick, MN
    [J]. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING - PROCEEDINGS, VOL III, 1997, : 158 - 161
12345