Image registration using fractional Fourier transform

被引:0
|
作者
Sharma, K. K. [1 ]
Joshi, S. D. [2 ]
机构
[1] MNIT, Dept Elect & Commun Engn, Jaipur, Rajasthan, India
[2] IIT, Dept Elect Engn, Delhi, India
关键词
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This Image registration (IR) is a fundamental task in many image processing applications such as medical diagnosis, satellite imaging, super-resolution image reconstruction etc. Fourier transform based methods have also been in use for IR purposes for both the shifted and rotated images using the phase correlation method [1]. As fractional Fourier transform (FRFT) is a generalization of the conventional Fourier transform, it is natural to extend its use in IR applications. In this paper, we propose the use of the FRFT in IR problems involving either linear shifts or pure rotations in the given images to be registered. Simulation results of the proposed techniques are also presented.
引用
收藏
页码:470 / +
页数:2
相关论文
共 50 条
  • [1] Image registration based on Fractional Fourier Transform
    Niu, Huixian
    Chen, Enqing
    Qi, Lin
    Guo, Xin
    [J]. OPTIK, 2015, 126 (23): : 3889 - 3893
  • [2] Image registration based on the fractional Fourier transform
    He, Dan
    Zhou, Jiliu
    He, Kun
    [J]. Journal of Computational Information Systems, 2006, 2 (02): : 609 - 612
  • [3] Image Registration on Fractional Fourier Transform Domain
    Niu Huixian
    Chen Enqing
    Qi Lin
    Guo Xin
    [J]. SIXTH INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2014), 2015, 9443
  • [4] Medical image registration in fractional Fourier transform domain
    Zhang, XiuJie
    Shen, Yi
    Li, ShiYong
    Zhang, HaiYing
    [J]. OPTIK, 2013, 124 (12): : 1239 - 1242
  • [5] Multilayer-Pseudopolar Fractional Fourier Transform Approach for Image Registration
    Li, Zhenhong
    Yang, Jianwei
    Lan, Rushi
    Feng, Xiaoxia
    [J]. PROCEEDINGS OF THE 2012 EIGHTH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS 2012), 2012, : 323 - 327
  • [6] An Adaptable-Multilayer Fractional Fourier Transform Approach for Image Registration
    Pan, Wei
    Qin, Kaihuai
    Chen, Yao
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2009, 31 (03) : 400 - 413
  • [7] Security of registration data of fingerprint image with a server by use of the fractional Fourier transform
    Iwai, Reiko
    Yoshimura, Hiroyuki
    [J]. ICSP: 2008 9TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-5, PROCEEDINGS, 2008, : 2071 - +
  • [8] Image compression using discrete fractional Fourier transform
    Cong, WX
    Lin, ZK
    Zhu, HQ
    [J]. PROCEEDINGS OF FOURTH INTERNATIONAL WORKSHOP ON CSCW IN DESIGN, 1999, : 433 - 436
  • [9] Image Steganography using Discrete Fractional Fourier Transform
    Soni, Ashish
    Jain, Jitendra
    Roshan, Rakesh
    [J]. 2013 INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND SIGNAL PROCESSING (ISSP), 2013, : 97 - 100
  • [10] Optical image watermarking using fractional Fourier transform
    Nishchal N.K.
    [J]. Journal of Optics, 2009, 38 (1) : 22 - 28