The spectral correlation and spatial correlation of images from interferential imaging spectrometer are analyzed and calculated.The 3D-DPCM lossless compression scheme is proposed.This scheme includes three aspects:Spectral DPCM is predicted,then residual images are predicted by using intra-DPCM,finally,variable-length coding is carried out for differential coefficient.The experimental data shows that the algorithm can carry out lossless compression,the average of compression ratio is up to 1.486.It is 3.3% higher than Integer Wavelet Transform of two dimensions.This algorithm only uses addition-subtration and shifts to complete data compression.Implementation with hardware is easier.
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王军.基于3D-DPCM和变长编码的超光谱图像无损压缩[J].激光与红外,2013,43(12):1416~1419 WANG Jun. Research on hyper-spectral image lossless compressing technology based on 3D-DPCM and variable-length coding[J]. LASER & INFRARED,2013,43(12):1416~1419