Building Facade Recognition Using Oblique Aerial Images

doi:10.3390/rs70810562

CORC > 北京大学 > 地球与空间科学学院

	Building Facade Recognition Using Oblique Aerial Images
	Yang, Xiucheng ; Qin, Xuebin ; Wang, Jun ; Wang, Jianhua ; Ye, Xin ; Qin, Qiming
刊名	REMOTE SENSING
	2015
DOI	10.3390/rs70810562
英文摘要	This study proposes a method to recognize facades from large-scale urban scenes based on multi-level image features utilizing a recently developed oblique aerial photogrammetry technique. The method involves the use of multi-level image features, a bottom-up feature extraction procedure to produce regions of interest through monoscopic analysis, and then a coarse-to-fine feature matching strategy to characterise and match the regions in a stereoscopic model. Feature extraction from typical urban Manhattan scenes is based on line segments. Windows are re-organised based on the spatial constraints of line segments and the homogeneous structure of the spectrum. Facades as regions of interest are successfully constructed with a remarkable single edge and evidence from windows to get rid of occlusion. Feature matching is hierarchically performed beginning from distinctive facades and regularly distributed windows to the sub-pixel point primitives. The proposed strategy can effectively solve ambiguity and multi-solution problems in the complex urban scene matching process, particularly repetitive and poor-texture facades in oblique view.; National High-Tech Research and Development Program of China [2012AA121305]; SCI(E); EI; ARTICLE; xiuchengyang@163.com; qxbsdnd@163.com; wangjun.cau@foxmail.com; wjhdg@163.com; lanlang524@126.com; qmqin@pku.edu.cn; 8; 10562-10588; 7
语种	英语
内容类型	期刊论文
源URL	[http://ir.pku.edu.cn/handle/20.500.11897/417559]
专题	地球与空间科学学院
推荐引用方式 GB/T 7714	Yang, Xiucheng,Qin, Xuebin,Wang, Jun,et al. Building Facade Recognition Using Oblique Aerial Images[J]. REMOTE SENSING,2015.
APA	Yang, Xiucheng,Qin, Xuebin,Wang, Jun,Wang, Jianhua,Ye, Xin,&Qin, Qiming.(2015).Building Facade Recognition Using Oblique Aerial Images.REMOTE SENSING.
MLA	Yang, Xiucheng,et al."Building Facade Recognition Using Oblique Aerial Images".REMOTE SENSING (2015).