DocumentCode
691231
Title
Fast Image Registration Based on Phase Spectrum Difference
Author
Lingsheng Kong ; Tiancong Wang
Author_Institution
Nat. & Local United Eng. Res. Center of Small Satellite Technol., Changchun Inst. of Opt., Fine Mech. & Phys., Changchun, China
fYear
2013
fDate
21-23 Sept. 2013
Firstpage
1503
Lastpage
1506
Abstract
An algorithm which is used to estimate scale and rotation of image registration in spatial domain according to its Fourier transform spectrum is proposed in the paper. Based on shift theorem of Fourier transform and auto-registration, the algorithm directly estimates scale and rotation with the phase spectrum difference of continuous images in polar and log-polar coordinates. Compared with traditional algorithm which has to search Dirac peak, this method needs not transform spectrum to spatial domain after calculation, which reduces processing time. Exprienments prove the superiority and validity of the algorithm in the image registration.
Keywords
Fourier transforms; estimation theory; image registration; Fourier transform spectrum; autoregistration; continuous images; estimate rotation; estimate scale; fast image registration; image registration; log-polar coordinates; phase spectrum difference; polar coordinates; processing time reduction; search Dirac peak; shift theorem; spatial domain; Correlation; Estimation; Fourier transforms; Frequency-domain analysis; Gaussian noise; Image registration; Fourier transform; log-polar coordinates; phase spectrum difference; rotation; scale;
fLanguage
English
Publisher
ieee
Conference_Titel
Instrumentation, Measurement, Computer, Communication and Control (IMCCC), 2013 Third International Conference on
Conference_Location
Shenyang
Type
conf
DOI
10.1109/IMCCC.2013.335
Filename
6840725
Link To Document