An FPGA-based demonstration hyperspectral image compression system

T. L. Woolston, G. Bingham, Niel Holt, G. Wada
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引用次数: 2

Abstract

The Space Dynamics Laboratory (SDL) has developed an FPGA-based hyperspectral demonstration compression system. The system consists of two boards: the first board performs a decorrelation process using a 5/3 wavelet; the second board performs the JPEG 2000 image compression. The hardware and firmware design of this system is described here and data is presented that shows the results of compressed hyperspectral data cubes containing various types of image content. This paper presents the importance of bit rate control among the individual spectral bands. Some of the theory for basing bit rate control on JPEG 2000 compression, bit rate control based on the 5/3 wavelet, as well as advantages and disadvantages of each method are discussed. Concepts for developing hyperspectral image compression technology for systems that can be used for remote sensing in real applications are also presented.
基于fpga的高光谱图像压缩演示系统
空间动力学实验室(SDL)开发了一种基于fpga的高光谱演示压缩系统。该系统由两块板组成:第一块板使用5/3小波进行去相关处理;第二板执行JPEG 2000图像压缩。本文描述了该系统的硬件和固件设计,并给出了包含各种类型图像内容的压缩高光谱数据立方体的结果。本文介绍了在各个光谱波段之间进行比特率控制的重要性。讨论了基于JPEG 2000压缩码率控制的一些理论和基于5/3小波的码率控制方法,以及每种方法的优缺点。提出了开发用于实际应用的遥感系统的高光谱图像压缩技术的概念。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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