Title: Utilizing Shape-Based Feature and Discriminative Learning for Building Detection
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| Authors: Zhang, SQ; Shen, HH; Huo, CL
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| Author Full Names: Zhang, Shangqi; Shen, Haihong; Huo, Chunlei
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| Source: IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E100D (2):392-395; 10.1587/transinf.2016EDL8138 FEB 2017
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| Language: English
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| Abstract: Building detection from high resolution remote sensing images is challenging due to the high intraclass variability and the difficulty in describing buildings. To address the above difficulties, a novel approach is proposed based on the combination of shape-specific feature extraction and discriminative feature classification. Shape-specific feature can capture complex shapes and structures of buildings. Discriminative feature classification is effective in reflecting similarities among buildings and differences between buildings and backgrounds. Experiments demonstrate the effectiveness of the proposed approach.
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| ISSN: 1745-1361
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| IDS Number: ES2PP
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| Unique ID: WOS:000399370700020
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