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

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

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...

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Bibliographic Details
Main Authors: Hamedianfar, Alireza, Mohd Shafri, Helmi Zulhaidi
Format: Article
Language:English
Published: Society of Photo-Optical Instrumentation Engineers 2016
Subjects:
Integrated approach; Data mining-based decision tree; Object-based image analysis; High-resolution urban mapping; WorldView-2 satellite sensor data
Online Access:http://psasir.upm.edu.my/id/eprint/54585/
http://psasir.upm.edu.my/id/eprint/54585/1/Integrated%20approach%20using%20data%20mining-based%20decision%20tree%20.pdf

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