A fast and robust method for line detection based on image pyramid and Hough transform

	A fast and robust method for line detection based on image pyramid and Hough transform
	Yan, Zhiguo 1,2; Xu, De2 ; Tan, Min2
发表期刊	TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL
	2011-12-01
卷号	33 期号:8 页码:971-984
文章类型	Article
摘要	It is of great importance to locate lines quickly and robustly in images. In this paper, a new method based on a binary image pyramid and Hough transform is developed to extract lines fast and accurately in two steps. Lines are quickly detected via a two-dimensional Hough transform in a lower-resolution image on a pyramid's top, and then they are finely located via a one-dimensional Hough transform in the original image at the pyramid's bottom. The proposed method has good ability to detect lines in noisy images, with reduced computation cost and storage requirement. The performance analysis and experiments are provided to verify the effectiveness of the proposed method.
关键词	Feature Extraction Hough Transform Line Detection Pyramid
WOS标题词	Science & Technology ; Technology
关键词[WOS]	CURVE DETECTION ; DECOMPOSITION ; LAPLACIAN
收录类别	SCI
语种	英语
WOS研究方向	Automation & Control Systems ; Instruments & Instrumentation
WOS类目	Automation & Control Systems ; Instruments & Instrumentation
WOS记录号	WOS:000298307500005
引用统计	被引频次：13[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/173211/3420
专题	复杂系统认知与决策实验室_先进机器人
作者单位	1.DEC R&D Ctr, Intelligent Equipments & Control Technol Inst, New & Hitech Ind Western Zone, Chengdu, Sichuan, Peoples R China 2.Chinese Acad Sci, Key Lab Complex Syst & Intelligent Sci, Inst Automat, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Yan, Zhiguo,Xu, De,Tan, Min. A fast and robust method for line detection based on image pyramid and Hough transform[J]. TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL,2011,33(8):971-984.
APA	Yan, Zhiguo,Xu, De,&Tan, Min.(2011).A fast and robust method for line detection based on image pyramid and Hough transform.TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL,33(8),971-984.
MLA	Yan, Zhiguo,et al."A fast and robust method for line detection based on image pyramid and Hough transform".TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL 33.8(2011):971-984.