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	Utilizing Shape-Based Feature and Discriminative Learning for Building Detection
	Zhang, Shangqi1; Shen, Haihong1; Huo, Chunlei2
刊名	IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS
	2017-02-01
卷号	E100D期号:2页码:392-395
关键词	Building Detection Shape-specific Feature Metric Learning Feature Classification
DOI	10.1587/transinf.2016EDL8138
文献子类	Article
英文摘要	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.
WOS研究方向	Computer Science
语种	英语
WOS记录号	WOS:000399370700020
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/15084]
专题	自动化研究所_模式识别国家重点实验室_遥感图像处理团队
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
推荐引用方式 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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