Utilizing Shape-Based Feature and Discriminative Learning for Building Detection
Zhang, Shangqi1; Shen, Haihong1; Huo, Chunlei2
2017-02-01
发表期刊IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS
卷号E100D期号:2页码:392-395
文章类型Article
摘要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.
关键词Building Detection Shape-specific Feature Metric Learning Feature Classification
WOS标题词Science & Technology ; Technology
DOI10.1587/transinf.2016EDL8138
收录类别SCI
语种英语
WOS研究方向Computer Science
WOS类目Computer Science, Information Systems ; Computer Science, Software Engineering
WOS记录号WOS:000399370700020
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/15084
专题模式识别国家重点实验室_先进数据分析与学习
作者单位1.China Univ Geosci Beijing, Sch Informat Engn, Beijing 100083, Peoples R China
2.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China
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GB/T 7714
Zhang, Shangqi,Shen, Haihong,Huo, Chunlei. Utilizing Shape-Based Feature and Discriminative Learning for Building Detection[J]. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS,2017,E100D(2):392-395.
APA Zhang, Shangqi,Shen, Haihong,&Huo, Chunlei.(2017).Utilizing Shape-Based Feature and Discriminative Learning for Building Detection.IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS,E100D(2),392-395.
MLA Zhang, Shangqi,et al."Utilizing Shape-Based Feature and Discriminative Learning for Building Detection".IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS E100D.2(2017):392-395.
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