The application of image registration based on genetic algorithm with real data

Author

Wang, Xiaofeng ; Liu, Ying ; Huang, Yinhe

Author_Institution

Nanjing Res. Inst. of Electron. Technol., Nanjing, China

fYear

2009

fDate

26-30 Oct. 2009

Firstpage

844

Lastpage

847

Abstract

In order to get good SAR-GMTI (Synthetic Aperture Radar-Ground Moving Target Indicator) result, two pictures are demanded to be like at sub-pixel with registration method. This paper proposes a new image registration method, which combine genetic algorithm with traditional image registration algorithm, it uses Fourier algorithm in the pixel image registration, and combine genetic algorithm with amplitude correlation coefficient method in sub-pixel image registration. The validity is demonstrated by real data finally.

Keywords

Fourier transforms; correlation methods; genetic algorithms; image registration; radar imaging; synthetic aperture radar; Fourier algorithm; SAR-GMTI; amplitude correlation coefficient method; genetic algorithm; ground moving target indicator; sub-pixel image registration; synthetic aperture radar; Correlation; Fourier transforms; Genetic algorithms; Image registration; Image sensors; Interference; Interpolation; Pixel; Radar antennas; Synthetic aperture radar; Genetic algorithm; SAR-GMTI; amplitude correlation coefficient method; image registration;

fLanguage

English

Publisher

ieee

Conference_Titel

Synthetic Aperture Radar, 2009. APSAR 2009. 2nd Asian-Pacific Conference on

Conference_Location

Xian, Shanxi

Print_ISBN

978-1-4244-2731-4

Electronic_ISBN

978-1-4244-2732-1

Type

conf

DOI

10.1109/APSAR.2009.5374187

Filename

5374187