不同多光谱图像压缩方法的比较研究

S. R. Falila, Sayed El-Rabaie, Salah M. Diab, AlaaM. Abbas, A. Tobal, R. Hamzawi, F. A. El-Samie
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引用次数: 0

摘要

本文对基于离散余弦变换(DCT)的JPEG、基于离散小波变换(DWT)的JPEG2000、SPIHT等传统多光谱图像压缩技术进行了比较研究,并提出了一种基于SPIHT算法的改进技术。在改进的SPIHT算法中,当前频段的当前像素值由最佳JPEG预测器在先前编码的频段上预测,然后用SPHIT算法对实际值与预测值之间的差值进行编码。实验结果表明,在OFDM通信系统中,改进后的SPIHT算法在PSNR方面比JPEG、JPEG2000和SPIHT算法有更好的性能。
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A comparative study of different multi-spectral images compression methods
In this paper a comparative study between different traditional techniques of multispectral image compression such as JPEG(which depends on discrete cosine transform (DCT)), JPEG2000 (which depends on discrete wavelet transform(DWT)), SPIHT and a proposed technique which depends on making modifications on SPIHT algorithm is presented. In The modified SPIHT algorithm the value of the current pixel in the current band is predicted by the best JPEG predictor on the previously encoded band after that, the difference between the actual value and the predicted value is encoded by a SPHIT algorithm. Experimental results show that the modified SPIHT algorithm has better performance in PSNR than JPEG, JPEG2000, and SPIHT for multispectral image compression and transmission over OFDM communication system.
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