Title :
Techniques for real-time compression of RS-170 high resolution radar images
Author :
Aronoff, Alan D.
Author_Institution :
Northrop Grumman Norden Syst., Norwalk, CT, USA
fDate :
30 Apr-2 May 1996
Abstract :
The article reviews and summarizes the results of a Norden study to evaluate real-time JPEG and wavelet compression of the RS-170 images taken from the display of the APG-76 high resolution SAR multimode radar system and transmitted to the ground. The significant advantages of this compression are twofold: the ability to retain large quantities of flight test images at better compression rates than that provided by the lossless GIF format; and the ability to transmit the images in near-real time from the ground station to a home base over standard telephone lines or even over a cellular phone. We have investigated several techniques, considered in the literature to be at or near the state of the art, for lossy compression of APG-76 radar images captured on the ground. We have achieved up to 15:1 in JPEG compression rates without significant picture degradation, if the images are first de-noised. If the pictures are not de-noised, then an 8:1 compression rate can be achieved with little degradation, but at 15:1, JPEG does degrade the images. Although in 1995 we could find no wavelet technique that bettered JPEG, we recently acquired a wavelet implementation that, at 15:1 compression, measured nearly 30 dB in peak signal to noise ratio (PSNR), and was 1.6 dB better than JPEG. This represents a long step towards the 3 dB PSNR improvement required to achieve 2:1 compression improvement over JPEG
Keywords :
data compression; image coding; image resolution; radar imaging; synthetic aperture radar; transform coding; wavelet transforms; APG-76 high resolution SAR multimode radar system; JPEG compression rates; RS-170 high resolution radar images; cellular phone; compression rates; denoised image; flight test images; ground station; image transmission; lossless GIF format; lossy compression; peak signal to noise ratio; real-time compression; standard telephone lines; wavelet coding; wavelet compression; wavelet technique; Degradation; Displays; Image coding; Image resolution; PSNR; Radar imaging; Real time systems; Synthetic aperture radar; Testing; Transform coding;
Conference_Titel :
Tactical Communications Conference, 1996., Proceedings of the 1996
Conference_Location :
Fort Wayne, IN
Print_ISBN :
0-7803-3658-5
DOI :
10.1109/TCC.1996.561123