Spectral clustering by n-Dimensional Visualizer in ENVI
Publish place: Third International Conference on the Development of Materials Engineering Technology, Mining and Geology
Publish Year: 1399
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:
EMGBC03_020
تاریخ نمایه سازی: 7 بهمن 1399
Abstract:
The n-D Visualizer is conjunction with the Minimum Noise Fraction Transform (MNF) and Pixel Purity Index (PPI) results to locate, identify, and cluster the purest. Spectra can be thought of as points in an n dimensional scatter plot, where n is the number of bands. The distribution of these points in n-space can be used to estimate the number of spectral endmembers and their pure spectral signatures.
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Authors
Yousef Rahimsouri
Department of Geology, Faculty of Science, Urmia University, Iran
Hamid Tavakkoly
Department of Geology, Faculty of Science, Urmia University, Iran
Reza Abbasi Nasirkandi
Department of Geology, Faculty of Science, Urmia University, Iran