Comparison of Independent Component Analysis, Principal Component Analysis, and Minimum Noise Fraction Transformation for Tree Species Classification Using APEX Hyperspectral Imagery

Hyperspectral imagery provides detailed spectral information that can be used for tree species discrimination. The aim of this study is to assess spectral⁻spatial complexity reduction techniques for tree species classification using an airborne prism experiment (APEX) hyperspectral image....

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Bibliographic Details
Main Authors: Zahra Dabiri, Stefan Lang
Format: Article
Language:English
Published: MDPI AG 2018-12-01
Series:ISPRS International Journal of Geo-Information
Subjects:
Online Access:https://www.mdpi.com/2220-9964/7/12/488