Improved tree species discrimination at leaf level with hyperspectral data combining binary classifiers

The purpose of the present thesis is to show that hyperspectral data can be used for discrimination between different tree species. The data set used in this study contains the hyperspectral measurements of leaves of seven savannah tree species. The data is high-dimensional and shows large within-cl...

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Bibliographic Details
Main Author: Dastile, Xolani Collen
Format: Others
Language:English
Published: Rhodes University 2011
Subjects:
Online Access:http://hdl.handle.net/10962/d1002807