Application Research of Image Matching Based on Morphology Description Matrix and Genetic algorithm

被引：0
|
作者：
Yang, Wenli [1 ]
Zeng, Zhiyuan [1 ]
机构：
[1] Huazhong Univ Sci & Technol, Digital Engn & Simulat Res Ctr, Wuhan 430074, Peoples R China
来源：
PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND NATURAL COMPUTING, VOL I | 2009年
关键词：
image matching; morphology description matrix; genetic algorithm; template; global optimization;
D O I：
10.1109/CINC.2009.93
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, an image matching algorithm based on morphology description matrix and genetic algorithm is proposed to improve matching efficiency. For the non-ergodic search characteristic of genetic algorithm is utilized, the global optimization is improved rapidly. Moreover, a shape matching algorithm based on the similarity of morphology description matrix is used in this paper. The calculation of matching search is reduced and the accuracy of matching results are improved by using the similarity of morphology description matrix as the fitness function of genetic algorithm. Experimental results show that the new algorithm can satisfy the real-time and accuracy requirement for practical application.
引用
收藏
页码：159 / 161
页数：3
相关论文
共 50 条
  • [1] Image Matching for Workpiece Based on Genetic Algorithm
    Wang Yan
    Fu Weiping
    Zheng Chensheng
    Wang Hongtao
    [J]. 2009 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, VOL III, PROCEEDINGS, 2009, : 152 - 157
  • [2] Image matching approach based on fuzzy and genetic algorithm
    Wang, YL
    Chen, Z
    [J]. PROCEEDINGS OF THE SECOND INTERNATIONAL SYMPOSIUM ON INSTRUMENTATION SCIENCE AND TECHNOLOGY, VOL 1, 2002, : 823 - 828
  • [3] Fast image correlative matching based on genetic algorithm
    Zhu, H
    Zhao, YG
    [J]. JOURNAL OF INFRARED AND MILLIMETER WAVES, 1999, 18 (02) : 145 - 150
  • [4] Research of shoeprint image matching based on SIFT algorithm
    Wang, Hongxing
    Fan, Jihui
    Li, Yan
    [J]. JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING, 2016, 16 (02) : 349 - 359
  • [5] Research of Image Matching Algorithm Based on Local Features
    Wei, Sun
    [J]. SEVENTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2015), 2015, 9631
  • [6] Research on SIFT Image Matching Based on MLESAC Algorithm
    Deng, Lijin
    Piao, Yan
    Liu, Shuo
    [J]. 2018 2ND INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING (ICDSP 2018), 2018, : 17 - 21
  • [7] The Research of Image Matching Algorithm Based on Gradation Projection
    Cao Aizeng
    Han Yanbin
    Yin Jianqin
    [J]. 2009 INTERNATIONAL FORUM ON INFORMATION TECHNOLOGY AND APPLICATIONS, VOL 2, PROCEEDINGS, 2009, : 359 - 361
  • [8] Image Matching Application based on Modified SURF Algorithm
    Ma, Zhenyuan
    Shi, Shixu
    Yuan, Lixian
    Gu, Peichang
    Huang, Han
    [J]. APPLIED MATERIALS AND TECHNOLOGIES FOR MODERN MANUFACTURING, PTS 1-4, 2013, 423-426 : 2591 - +
  • [9] Research on Matching Mechanism of Resource Based on Genetic Algorithm
    Gu, Rui
    [J]. PROCEEDINGS OF THE 2018 INTERNATIONAL CONFERENCE ON COMPUTER MODELING, SIMULATION AND ALGORITHM (CMSA 2018), 2018, 151 : 123 - 126
  • [10] Research of Image Segmentation Based on Genetic Algorithm
    Zhu Meining
    Hu Zhili
    Chen Xiumin
    [J]. THIRD INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2011), 2011, 8009
12345