Comparison of Hyperspectral Techniques for Urban Tree Diversity Classification

This research aims to assess the capabilities of Very High Spatial Resolution (VHSR) hyperspectral satellite data in order to discriminate urban tree diversity. Four dimension reduction methods and two classifiers are tested, using two learning methods and applied with four in situ sample datasets....

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Bibliographic Details
Main Authors: Charlotte Brabant, Emilien Alvarez-Vanhard, Achour Laribi, Gwénaël Morin, Kim Thanh Nguyen, Alban Thomas, Thomas Houet
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/11/11/1269