Classification Efficacy Using K-Fold Cross-Validation and Bootstrapping Resampling Techniques on the Example of Mapping Complex Gully Systems

by Kwanele Phinzi, Dávid Abriha, Szilárd Szabó
Published 2021-07-01

Machine Learning for Gully Feature Extraction Based on a Pan-Sharpened Multispectral Image: Multiclass vs. Binary Approach

by Kwanele Phinzi, Dávid Abriha, László Bertalan, Imre Holb, Szilárd Szabó
Published 2020-04-01

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

by Dávid Abriha, Zoltán Kovács, Sarawut Ninsawat, László Bertalan, Boglárka Balázs, Szilárd Szabó
Published 2018-12-01