Utilizing Shape-Based Feature and Discriminative Learning for Building Detection

doi:10.1587/transinf.2016EDL8138

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 先进时空数据分析与学习

	Utilizing Shape-Based Feature and Discriminative Learning for Building Detection
	Zhang, Shangqi 1; Shen, Haihong 1; Huo, Chunlei2
发表期刊	IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS
	2017-02-01
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
DOI	10.1587/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	被引频次：1[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/15084
专题	多模态人工智能系统全国重点实验室_先进时空数据分析与学习
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
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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