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Field programmable gate array design of implementing simplex growing algorithm for hyperspectral endmember extraction

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摘要

N-FINDR has been widely used for endmember extraction in hyperspectral imagery. Due to its high computational complexity developing fast computing N-FINDR has become interest. One approach is to design field programmable gate array (FPGA) architecture for N-FINDR to reduce computing time. However, two major issues still need to be addressed. One is that the number of endmembers must be fixed regardless of applications. The other is computation of simplex volumes. This paper investigates a progressive version of N-FINDR, previously known as simplex growing algorithm (SGA) for its FPGA implementation which basically resolves these two issues.

原文English
主出版物標題Satellite Data Compression, Communications, and Processing VII
DOIs
出版狀態Published - 2011
事件Satellite Data Compression, Communications, and Processing VII - San Diego, CA, United States
持續時間: 23 8月 201124 8月 2011

出版系列

名字Proceedings of SPIE - The International Society for Optical Engineering
8157
ISSN(列印)0277-786X

Conference

ConferenceSatellite Data Compression, Communications, and Processing VII
國家/地區United States
城市San Diego, CA
期間23/08/1124/08/11

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