DocumentCode
2789584
Title
Exploiting fundamental properties of SAR data for compression of tactical SAR imagery
Author
Witzgall, Hanna E. ; Goldstein, J.Scott
Author_Institution
Adv. Res. & Eng. Solutions Div., Sci. Applications Int. Corp., Chantilly, VA
fYear
2005
fDate
5-12 March 2005
Firstpage
1354
Lastpage
1362
Abstract
This paper introduces a technique that exploits the statistical properties of complex synthetic aperture radar (SAR) data to effectively compress tactical SAR imagery. The technique combines Fourier transforms and analysis/synthesis algorithms into a hybrid compression architecture that exploits the temporal correlation of the complex radar returns. In addition the technique incorporates the fact that the viewable SAR image is based on the magnitude of the complex imagery. This enables a vocoding technique that can preserve the frequency information and discard the phase information with little perceptual degradation in the image content. Finally the holographic property of SAR is also exploited. The performance of the new algorithm is compared with the JPEG compression standard. The results show that compression ratios of over 100:1 are achievable and far surpass the compression capabilities of the conventional JPEG algorithm
Keywords
Fourier transforms; data compression; image coding; radar imaging; synthetic aperture radar; transform coding; Fourier transforms; JPEG compression standard; image compression; linear prediction; synthetic aperture radar; tactical SAR imagery; temporal correlation; transform coding; vocoding technique; Discrete Fourier transforms; Fourier transforms; Frequency; History; Image coding; Radar antennas; Radar imaging; Radar remote sensing; Synthetic aperture radar; Transform coding; compression; linear prediction; phase history; synthetic aperture radar; tactical SAR imagery; transform coding; vocoding;
fLanguage
English
Publisher
ieee
Conference_Titel
Aerospace Conference, 2005 IEEE
Conference_Location
Big Sky, MT
Print_ISBN
0-7803-8870-4
Type
conf
DOI
10.1109/AERO.2005.1559425
Filename
1559425
Link To Document