Paper
28 January 2002 Toward a maximally effective means for analysis of hyperspectral data
Author Affiliations +
Proceedings Volume 4541, Image and Signal Processing for Remote Sensing VII; (2002) https://doi.org/10.1117/12.454160
Event: International Symposium on Remote Sensing, 2001, Toulouse, France
Abstract
In this paper we describe efforts toward a hyperspectral land remote sensing data analysis procedure that would be maximally effective for use by a broad community of future users. Though there would be dependence of performance achieved on the spectral subspace and the classification algorithm used, the major dependence is on how well the user quantitatively defines the classes desired. Thus the attempt is to measure this dependence for typical users and to introduce means that mitigate the problem of class and training definition.
© (2002) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
David A. Landgrebe "Toward a maximally effective means for analysis of hyperspectral data", Proc. SPIE 4541, Image and Signal Processing for Remote Sensing VII, (28 January 2002); https://doi.org/10.1117/12.454160
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KEYWORDS
Statistical analysis

Remote sensing

Data analysis

Feature extraction

Data processing

Image classification

Earth sciences

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