Identification of roofing materials with Discriminant Function Analysis and Random Forest classifiers on pan-sharpened WorldView-2 imagery – a comparison

Identification of roofing material is an important issue in the urban environment due to hazardous and risky materials. We conducted an analysis with Discriminant Function Analysis (DFA) and Random Forest (RF) on WorldView-2 imagery. We applied a three- and a six-class approach (red tile, brown tile...

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Bibliographic Details
Main Authors: Dávid Abriha, Zoltán Kovács, Sarawut Ninsawat, László Bertalan, Boglárka Balázs, Szilárd Szabó
Format: Article
Language:English
Published: Research Centre for Astronomy and Earth Sciences, Hungarian Academy of Sciences 2018-12-01
Series:Hungarian Geographical Bulletin
Subjects:
Online Access:http://ojs3.mtak.hu/index.php/hungeobull/article/view/1082