Effects of hyperspectral compression on nonliteral exploitation

Sylvia S. Shen; Brian S. Beard

doi:10.1117/12.328103

16 October 1998 Effects of hyperspectral compression on nonliteral exploitation

Sylvia S. Shen; Brian S. Beard

Author Affiliations +

Proceedings Volume 3438, Imaging Spectrometry IV; (1998) https://doi.org/10.1117/12.328103
Event: SPIE's International Symposium on Optical Science, Engineering, and Instrumentation, 1998, San Diego, CA, United States

Abstract

This paper describes a study effort whose objective is to investigate the impact of hyperspectral compression on the utility of the compressed and subsequently reconstructed data for nonliteral exploitation. The goal is to investigate and quantify the extent of degradation introduced by compression that can be tolerated for various exploitation applications in order to establish acceptable compression bit rates. Two nonliteral exploitation functions were performed on the original and compressed-reconstructed image cubes produced by two hyperspectral compression algorithms at four compression bit rates on two scenes. The results showed that, in general, no appreciable degradation in exploitation performance occurred between the compressed- reconstructed and original hyperspectral data sets using these two compression algorithms. The highly encouraging results indicate that compression technology may be a viable means to significantly alleviate transmission data rate limits.

Citation Download Citation

Sylvia S. Shen, Sylvia S. Shen, Brian S. Beard, Brian S. Beard, } "Effects of hyperspectral compression on nonliteral exploitation", Proc. SPIE 3438, Imaging Spectrometry IV, (16 October 1998); doi: 10.1117/12.328103; https://doi.org/10.1117/12.328103

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