机载遥感系统超光谱图像分层近无损压缩

机载遥感系统超光谱图像分层近无损压缩
张威;田峰
【期刊名称】《计算机科学》
【年(卷),期】2012(039)007
【摘要】针对机载遥感系统超光谱图像实时压缩与传输的需求,分析了超光谱图像位平面的相关特性并设计了超光谱图像分层近无损压缩方案.高位采用防误码的DPCM去相关,依据图像复杂度实时调节压缩比以适应传输带宽;低位按一致性准则进行四叉树划分并取均值,均匀量化残差图像后进行编码,得到混合码流.算法简单有效,实际压缩比和预设压缩比差别不超过5％.压缩比接近10时,复原图像PSNR值大于33,高位位平面平均相似度不低于0.98.%For real-time compression and transmission of hyper-spectral image in airborne remote sensing system, a new layered near-lossless compression scheme was proposed according to the analysis of correlations among bit-planes. An error-prevention DPCM was used in spectral decorrelation of higher bit-plane, and then compression ratio control strategy was applied based on the complexity of residual image. Lower bit-plane was uniformly quantified after quadtree splitting and removing mean. The algorithm is easy to realize and can effectively control the compression ratio. The difference between the practical compression ratio and the setting compression ratio is less than 5%. The PSNR is bigger than 33 and the XSD of higher-bit reconstructed image is bigger than 0. 98 when the compression ratio is about 10.
【总页数】5页(P293-296,312)
【作者】张威;田峰
【作者单位】北华大学计算机科学技术学院吉林132021;北京航空航天大学无人驾驶飞行器设计研究所北京100083
【正文语种】中文
【中图分类】TP391
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