Combining object-based classification and data mining algorithm to classify urban surface materials from worldview-2 satellite image

• Main Authors: Hamedianfar, Alireza, Mohd Shafri, Helmi Zulhaidi
• Format: Conference or Workshop Item
• Published: IEEE (IEEE Xplore) 2014
• Online Access: http://psasir.upm.edu.my/id/eprint/39910/
• Institution: Universiti Putra Malaysia

Although object-based image analysis (OBIA) has been used for detailed classification of urban areas, its attribute selection and knowledge discovery have been time consuming and subjective to analysts' performance. In this study, Data Mining was performed using C4.5 algorithm to select the app...