Fourier plane and optical processing for sub-pixel image registration

被引:1
|
作者
Grycewicz, Thomas J. [1 ]
Evans, Brian E. [1 ]
Florio, Christopher J. [1 ]
Christian, Theresa M. [2 ]
机构
[1] Aerosp Corp, 15049 Conference Ctr Dr, Chantilly, VA 20151 USA
[2] MIT, Dept Phys, Cambridge, MA 02139 USA
来源
关键词
Joint Transform Correlator; image registration; co-addition; super-resolution processing; optically addressed spatial light modulator;
D O I
10.1117/12.692687
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Accurate registration of image pairs is critical to a number of image processing tasks, including image splicing, change detection, image co-addition, and super-resolution processing. We have applied digital Fourier plane correlation and optical joint-transform correlation to image registration. We demonstrated RMS registration accuracy of 0.09 pixels for a digital system and 0.1 pixels for an optical system. The experimental system uses an electrically addressed spatial light modulator (SLM) at the input plane of a joint transform correlator and an optically addressed SLM at the Fourier plane. We operate our optical system in burst mode at the rate of 50 correlations per second. The paper describes digital and experimental implementations of the image registration system. We discuss preprocessing algorithms used to prepare inputs for correlation, post-processing algorithms to interpolate the output, and the effect of these processing variations on system performance.
引用
收藏
页数:8
相关论文
共 50 条
  • [1] Optical Flow Processing for Sub-pixel Registration of Speckle Image Sequences
    Cofaru, Corneliu
    Philips, Wilfried
    Van Paepegem, Wim
    [J]. APPLICATIONS OF DIGITAL IMAGE PROCESSING XXXI, 2008, 7073
  • [2] Resolution improvement by sub-pixel image registration
    Shor, E
    Yaroslavsky, LP
    [J]. Proceedings of the Fourth IASTED International Conference on Visualization, Imaging, and Image Processing, 2004, : 314 - 317
  • [3] Interpolation Artifacts in Sub-Pixel Image Registration
    Rohde, Gustavo K.
    Aldroubi, Akram
    Healy, Dennis M., Jr.
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2009, 18 (02) : 333 - 345
  • [4] Sub-pixel multimodal image registration by human interaction
    Jin, Hong-Bin
    Fan, Chun-Xiao
    Li, Yong
    Yang, Ren-Jie
    [J]. Beijing Youdian Daxue Xuebao/Journal of Beijing University of Posts and Telecommunications, 2015, 38 (01): : 11 - 15
  • [5] Sub-pixel image registration on an embedded Nanosatellite Platform
    Ludemann, Jurgen
    Barnard, Arno
    Malan, Daniel F.
    [J]. ACTA ASTRONAUTICA, 2019, 161 : 293 - 303
  • [6] An improved Fourier-based sub-pixel image registration algorithm for raw image sequence of LASIS
    Ma Xiaolong
    Yang Jianfeng
    Qiao Weidong
    Xue Bin
    [J]. INTERNATIONAL SYMPOSIUM ON PHOTOELECTRONIC DETECTION AND IMAGING 2007: IMAGE PROCESSING, 2008, 6623
  • [7] SUB-PIXEL OPTICAL SATELLITE IMAGE REGISTRATION FOR GROUND DEFORMATION USING DEEP LEARNING
    Montagnon, Tristan
    Hollingsworth, James
    Pathier, Erwan
    Marchandon, Mathilde
    Dalla Mura, Mauro
    Giffard-Roisin, Sophie
    [J]. 2022 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP, 2022, : 2716 - 2720
  • [8] Sub-pixel registration and estimation of local shifts directly in the Fourier domain
    Foroosh, H
    Balci, M
    [J]. ICIP: 2004 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1- 5, 2004, : 1915 - 1918
  • [9] A Sub-pixel Image Processing Algorithm of a Detector Based on Staring Focal Plane Array
    李雅琼
    金伟其
    徐超
    王霞
    [J]. Defence Technology, 2008, 4 (04) : 259 - 267
  • [10] IMAGE REGISTRATION ALGORITHM BASED ON POINT FEATURES OF SUB-PIXEL
    Zhang, Zhiguo
    Zhang, Ye
    Liu, Xuan
    [J]. 2015 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2015, : 501 - 504