Efficient logo recognition by local feature groups

doi:10.1007/s00530-016-0508-7

CORC > 计算技术研究所 > 中国科学院计算技术研究所 > 中国科学院计算技术研究所期刊论文 > 英文

	Efficient logo recognition by local feature groups
	Liu, Yujie 1; Wang, Jun 1; Li, Zongmin 1; Li, Hua 2
刊名	MULTIMEDIA SYSTEMS
	2017-06-01
卷号	23 期号:3 页码:395-403
关键词	Logo recognition Grouping features Spatial information Hough transform
ISSN号	0942-4962
DOI	10.1007/s00530-016-0508-7
英文摘要	This paper presents a method for efficient and scalable logo recognition. Using generalized Hough transform to identify local features that are invariant across images, we can efficiently add spatial information into groups of local features and enhance the discriminative power of local feature. Our method is more flexible and efficient compared with state-of-the-art methods that merge features into groups. To fully exploit the information that different logo images provide, we employ a reference-based image representation scheme to represent training and testing images. Experiments on challenging datasets show that our method is efficient and scalable and achieves state-of-the-art performance.
资助项目	National Natural Science Foundation of China[61379106] ; Shandong Provincial Natural Science Foundation[ZR2013FM036] ; Shandong Provincial Natural Science Foundation[ZR2015FM011] ; Open Project Program of the State Key Lab of CADCG[A1315] ; Zhejiang University ; Fundamental Research Funds for the Central Universities[14CX02032A] ; Fundamental Research Funds for the Central Universities[14CX02031A]
WOS研究方向	Computer Science
语种	英语
出版者	SPRINGER
WOS记录号	WOS:000402136800013
内容类型	期刊论文
源URL	[http://119.78.100.204/handle/2XEOYT63/7137]
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Liu, Yujie
作者单位	1.Coll Comp & Commun Engn, Qingdao 266580, Shandong, Peoples R China 2.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Liu, Yujie,Wang, Jun,Li, Zongmin,et al. Efficient logo recognition by local feature groups[J]. MULTIMEDIA SYSTEMS,2017,23(3):395-403.
APA	Liu, Yujie,Wang, Jun,Li, Zongmin,&Li, Hua.(2017).Efficient logo recognition by local feature groups.MULTIMEDIA SYSTEMS,23(3),395-403.
MLA	Liu, Yujie,et al."Efficient logo recognition by local feature groups".MULTIMEDIA SYSTEMS 23.3(2017):395-403.