A Registration Method based on Image Edge Normalized Correlation

被引：0
|
作者：
Bai, Lianfa [1 ]
Zhang, Liqin [1 ]
Jing, Xin [1 ]
Yue, Jiang [1 ]
机构：
[1] Nanjing Univ Sci & Technol, Jiangsu Key Lab Spectral Imaging & Intelligent Se, Nanjing 210094, Jiangsu, Peoples R China
来源：
INDUSTRIAL INSTRUMENTATION AND CONTROL SYSTEMS, PTS 1-4 | 2013年 / 241-244卷
关键词：
infrared image; visible image; Canny operator; edge; image edge normalized correlation (IENC); registration;
D O I：
10.4028/www.scientific.net/AMM.241-244.3092
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In order to solve the infrared and visible image registration problem, a new edge matching method is proposed. Firstly, the algorithm gets edges using Canny operator, and then computes the image edge normalized correlation value (IENC) which is treated as the matching degree of registration. In order to evaluate the performance of the proposed algorithm, a comparison experiment between the proposed algorithm and the algorithm based on Hausdorff distance is done. Experimental results show that the proposed algorithm is effective, small amount of computation and good stability.
引用
收藏
页码：3092 / 3097
页数：6
相关论文
共 50 条
  • [1] Image Registration Method Based On Edge Phase Correlation Algorithm
    Zhou, Qing
    Yang, Cheng
    Wan, Lingyun
    Zhang, Ying
    Zhou, Xiaolong
    Wan, Xin
    Xu, Jiayu
    Liu, Huaiyuan
    Hu, Hong
    PROCEEDINGS OF THE 2016 3RD INTERNATIONAL CONFERENCE ON MATERIALS ENGINEERING, MANUFACTURING TECHNOLOGY AND CONTROL, 2016, 67 : 1590 - 1598
  • [2] Novel image registration method using edge correlation
    Cai, Xi
    Zhao, Wei
    OPTICAL ENGINEERING, 2010, 49 (01)
  • [3] A method for image registration combined by edge region and cross correlation
    Chen L.
    Zhou M.-Z.
    Chen H.
    Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology, 2016, 36 (03): : 320 - 325
  • [4] Image registration algorithm with hypergraph constraint and improved normalized cross correlation method
    Zhu M.
    Yao Q.
    Tang J.
    Zhang Y.
    Guofang Keji Daxue Xuebao/Journal of National University of Defense Technology, 2019, 41 (03): : 50 - 55
  • [5] An Image Registration Method based on Similarity of Edge Information
    Cai Xi
    Han Guang
    Xiao Shunli
    2012 IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2012, : 1111 - 1115
  • [6] AN IMPROVED NORMALIZED CROSS CORRELATION ALGORITHM FOR SAR IMAGE REGISTRATION
    Wang, Yufan
    Yu, Qiuze
    Yu, Wenxian
    2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2012, : 2086 - 2089
  • [7] Face Image registration methods using Normalized Cross Correlation
    Ban, Kyu-Dae
    Lee, Jaeyeon
    Hwang, Dae Hwan
    Chung, Yun-Koo
    2008 INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS, VOLS 1-4, 2008, : 2076 - +
  • [8] INTRODUCING DIVERSITY TO NORMALIZED CROSS CORRELATION FOR DENSE IMAGE REGISTRATION
    Barzigar, Nafise
    Roozgard, Aminmohammad
    Verma, Pramode
    Cheng, Samuel
    2013 ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, 2013, : 2000 - 2004
  • [9] A New Cross-Correlation Based Image Registration Method
    Fan, Shu-Kai S.
    Chuang, Yu-Chiang
    Wu, Jia-Rong
    INFORMATION TECHNOLOGY FOR MANUFACTURING SYSTEMS II, PTS 1-3, 2011, 58-60 : 1979 - +
  • [10] Normalized weighted cross correlation for multi-channel image registration
    Ayubi, Gaston A.
    Kowalski, Bartlomiej
    Dubra, Alfredo
    OPTICS CONTINUUM, 2024, 3 (05): : 649 - 665
12345