多光谱和高光谱无损图像编码CCSDS推荐标准的回顾和实施

Jose Enrique Sánchez, E. Auge, J. Santaló, Ian Blanes, J. Serra-Sagristà, A. Kiely
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引用次数: 41

摘要

CCSDS的MHDC工作组正在开发一种新的图像编码标准,目标是对飞机和卫星捕获的多光谱和高光谱图像进行机载压缩。拟议的标准是基于“快速无损”自适应线性预测压缩器,并适应更好地克服车载场景的问题。在本文中,我们对该领域的最新技术进行了回顾,并对新兴标准的编码性能与其他最先进的编码技术进行了实验比较。我们自己独立实施的MHDC推荐标准,以及一些其他技术,已被用于对CCSDS-MHDC的大量测试图像提供广泛的结果。
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Review and Implementation of the Emerging CCSDS Recommended Standard for Multispectral and Hyperspectral Lossless Image Coding
A new standard for image coding is being developed by the MHDC working group of the CCSDS, targeting onboard compression of multi- and hyper-spectral imagery captured by aircraft and satellites. The proposed standard is based on the "Fast Lossless" adaptive linear predictive compressor, and is adapted to better overcome issues of on-board scenarios. In this paper, we present a review of the state of the art in this field, and provide an experimental comparison of the coding performance of the emerging standard in relation to other state-of-the-art coding techniques. Our own independent implementation of the MHDC Recommended Standard, as well as of some of the other techniques, has been used to provide extensive results over the vast corpus of test images from the CCSDS-MHDC.
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