Image registration based on Hough transform and phase correlation

被引：0
|
作者：
Li, ZK [1 ]
Yang, XH [1 ]
Wu, LN [1 ]
机构：
[1] Southeast Univ, Dept Radio, Nanjing 210096, Peoples R China
来源：
PROCEEDINGS OF 2003 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS & SIGNAL PROCESSING, PROCEEDINGS, VOLS 1 AND 2 | 2003年
关键词：
D O I：
暂无
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, Hough transform and phase correlation are combined to solve the problem of image registration. Based on 1D phase correlation, a method is proposed to obtain the angle of rotation by searching a angle ridge. After de-rotation, the traditional 2D phase correlation is imported to get the translation. The method can take full advantage of the high efficiency of FFT. Experiments show that the proposed method can detect the rotation and translation between images efficiently and exactly.
引用
收藏
页码：956 / 959
页数：4
相关论文
共 50 条
  • [31] Subpixel image registration algorithm based on pyramid phase correlation and upsampling
    Tianci Li
    Jianli Wang
    Kainan Yao
    Signal, Image and Video Processing, 2022, 16 : 1973 - 1979
  • [32] Subpixel image registration algorithm based on pyramid phase correlation and upsampling
    Li, Tianci
    Wang, Jianli
    Yao, Kainan
    SIGNAL IMAGE AND VIDEO PROCESSING, 2022, 16 (07) : 1973 - 1979
  • [33] Underground object detection based on cross correlation and Hough transform
    Wang, Jian
    Su, Yi
    2011 Microwaves, Radar and Remote Sensing Symposium, MRRS-2011 - Proceedings, 2011, : 363 - 366
  • [34] A Modified Phase Correlation Method for Image Registration
    Yang Lujing
    Hao Wei
    Li Chonglun
    MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION, PTS 1 AND 2, 2011, 48-49 : 48 - 51
  • [35] Retinal Image Registration using Phase Correlation
    Kolar, Radim
    Sikula, Viktor
    Base, Michal
    ANALYSIS OF BIOMEDICAL SIGNALS AND IMAGES, 2010, : 244 - 252
  • [36] Image registration based on Fractional Fourier Transform
    Niu, Huixian
    Chen, Enqing
    Qi, Lin
    Guo, Xin
    OPTIK, 2015, 126 (23): : 3889 - 3893
  • [37] Image registration based on the fractional Fourier transform
    He, Dan
    Zhou, Jiliu
    He, Kun
    Journal of Computational Information Systems, 2006, 2 (02): : 609 - 612
  • [38] Cytological image segmentation based on iterative generalized Hough transform
    Liu, Zhuofu
    Liu, Meimei
    Sui, Lihua
    Cheng, Li
    FOURTH INTERNATIONAL CONFERENCE ON PHOTONICS AND IMAGING IN BIOLOGY AND MEDICINE, PTS 1 AND 2, 2006, 6047
  • [39] Research on Improved Image Edge Detection Based on Hough Transform
    Cheng, Long
    Fang, Jian
    Wu, Yue
    Kang, Kai
    INTERNATIONAL CONFERENCE ON IMAGE PROCESSING AND INTELLIGENT CONTROL (IPIC 2021), 2021, 11928
  • [40] Image Texture Recognition Based on Median Filtering and Hough Transform
    Hu Luoyan
    Li Kejing
    2009 INTERNATIONAL CONFERENCE ON INDUSTRIAL AND INFORMATION SYSTEMS, PROCEEDINGS, 2009, : 267 - 270
12345