Constructing Visual Phrases for Effective and Efficient Object-Based Image Retrieval

doi:10.1145/1404880.1404887

	Constructing Visual Phrases for Effective and Efficient Object-Based Image Retrieval
	Zheng, Qing-Fang; Gao, Wen
	2008-10-01
发表期刊	ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS
ISSN	1551-6857
卷号	5 期号:1 页码:19
摘要	The explosion of multimedia data necessitates effective and efficient ways for us to get access to our desired ones. In this article, we draw an analogy between image retrieval and text retrieval and propose a visual phrase-based approach to retrieve images containing desired objects (object-based image retrieval). The visual phrase is defined as a pair of frequently co-occurred adjacent local image patches and is constructed using data mining. We design methods on how to construct visual phrase and how to index/search images based on visual phrase. We demonstrate experiments to show our visual phrase-based approach can be very efficient and more effective than current visual word-based approach.
关键词	Algorithms Experimentation Performance Content-based image retrieval inverted index local image descriptor SIFT object-based image retrieval visual phrase
DOI	10.1145/1404880.1404887
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 ; Computer Science, Theory & Methods
WOS记录号	WOS:000261155700007
出版者	ASSOC COMPUTING MACHINERY
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://119.78.100.204/handle/2XEOYT63/11272
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Zheng, Qing-Fang
作者单位	Chinese Acad Sci, Inst Comp Technol, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Zheng, Qing-Fang,Gao, Wen. Constructing Visual Phrases for Effective and Efficient Object-Based Image Retrieval[J]. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS,2008,5(1):19.
APA	Zheng, Qing-Fang,&Gao, Wen.(2008).Constructing Visual Phrases for Effective and Efficient Object-Based Image Retrieval.ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS,5(1),19.
MLA	Zheng, Qing-Fang,et al."Constructing Visual Phrases for Effective and Efficient Object-Based Image Retrieval".ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS 5.1(2008):19.