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引用次数: 0
摘要
本文回顾和总结了Norden研究的结果,以评估从APG-76高分辨率SAR多模雷达系统显示并传输到地面的RS-170图像的实时JPEG和小波压缩。这种压缩的显著优势是双重的:能够以比无损GIF格式提供的更好的压缩率保留大量飞行测试图像;以及通过标准电话线甚至蜂窝电话将图像近乎实时地从地面站传输到家庭基地的能力。我们研究了几种技术,在文献中被认为是处于或接近最先进的状态,用于在地面上捕获的APG-76雷达图像的有损压缩。如果图像首先去噪,我们已经实现了高达15:1的JPEG压缩率,而没有明显的图像退化。如果图片没有去噪,那么可以实现8:1的压缩率而几乎没有降级,但是在15:1时,JPEG确实会降低图像的降级。虽然在1995年我们没有发现比JPEG更好的小波技术,但我们最近获得了一种小波实现,在15:1压缩下,测量到峰值信噪比(PSNR)接近30 dB,比JPEG好1.6 dB。这代表了向实现比JPEG 2:1的压缩改进所需的3 dB PSNR改进迈出的一大步。
Techniques for real-time compression of RS-170 high resolution radar images
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.