Integrated approach using data mining-based decision tree and object-based image analysis for high-resolution urban mapping of WorldView-2 satellite sensor data

• Main Authors: Hamedianfar, Alireza, Mohd Shafri, Helmi Zulhaidi
• Format: Article
• Language: English
• Published: Society of Photo-Optical Instrumentation Engineers 2016
• Online Access: http://psasir.upm.edu.my/id/eprint/54585/1/Integrated%20approach%20using%20data%20mining-based%20decision%20tree%20.pdf; http://psasir.upm.edu.my/id/eprint/54585/; http://spie.org/publications/journal/10.1117/1.JRS.10.025001?SSO=1

This paper integrates decision tree–based data mining (DM) and object-based image analysis (OBIA) to provide a transferable model for the detailed characterization of urban land-cover classes using WorldView-2 (WV-2) satellite images. Many articles have been published on OBIA in recent years based o...