Real-time processing of simplex growing algorithm

Chao Cheng Wu, Chein I. Chang, Husen Ren, Yang Lang Chang

研究成果: 書貢獻/報告類型會議論文篇章同行評審

2 引文 斯高帕斯(Scopus)

摘要

Simplex growing algorithm (SGA) was recently developed as an alternative to the N-finder algorithm (N-FINDR) which is shown to be a promising endmember extraction technique. This paper further extends the SGA to a real-time processing algorithm, referred to as real-time SGA (RT SGA) that can effectively address four major issues arising in practical implementation for N-FINDR, (1) use of random initial endmembers which causes inconsistent final results, (2) very high computational complexity which results from an exhaustive search for finding all endmembers simultaneously, (3) requirement of dimensionality reduction because of enormous data volumes to be processed and (4) lack of real-time capability.

原文???core.languages.en_GB???
主出版物標題2009 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2009 - Proceedings
頁面V220-V223
DOIs
出版狀態已出版 - 2009
事件2009 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2009 - Cape Town, South Africa
持續時間: 12 7月 200917 7月 2009

出版系列

名字International Geoscience and Remote Sensing Symposium (IGARSS)
5

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???event.eventtypes.event.conference???2009 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2009
國家/地區South Africa
城市Cape Town
期間12/07/0917/07/09

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