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SAR Image Compression using Wavelet Packets

机译:使用小波包的SAR图像压缩

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A SAR (Synthetic Aperture Radar) system usually collects huge amount of data, and focusing of the raw data acquires complex range varying phase compensation techniques, which are generally performed off-board. The large amounts of data generated have to be stored on-board or be transmitted to a ground station via a dedicated data link. Therefore, some form of compression on the raw data provides an attractive option for SAR systems. In this paper we investigate the usage of WPT (Wavelet Packet Transform), which performs uniform division of frequency spectrum, independently on real and imaginary parts of the complex SAR raw data along with scalar quantization for compressing SAR raw data. We propose another image coding algorithm which uses rate distortion optimized WPT.
机译:SAR(合成孔径雷达)系统通常收集大量数据,并且对原始数据的聚焦获取复杂的范围变化相位补偿技术,这些补偿技术通常是脱机的。生成的大量数据必须通过专用数据链路存储在板上或被发送到地面站。因此,原始数据的某种形式的压缩为SAR系统提供了有吸引力的选择。在本文中,我们研究了WPT(小波分组变换)的使用,它独立于复杂SAR原始数据的真实和虚部的统一分割频谱分割,以及用于压缩SAR原始数据的标量量化。我们提出了另一种图像编码算法,其使用速率失真优化WPT。

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