Retrieve images by understanding semantic links and clustering image fragments

doi:10.1016/j.jss.2003.08.243

	Retrieve images by understanding semantic links and clustering image fragments
	Zhuge, H
	2004-11-01
发表期刊	JOURNAL OF SYSTEMS AND SOFTWARE
ISSN	0164-1212
卷号	73 期号:3 页码:455-466
摘要	The main obstacle to realize real semantic-based image retrieval is that semantic description of versatile images is difficult. The basic ideas of this paper are that the semantics of an object can be refined through top-down orthogonal semantic classification and that the semantics of an object can be reflected by the semantics of relevant objects and the semantic relationships between them. To reflect the semantic relationships between images, we propose a set of primitive semantic links as the enhancement of the hyperlinks connecting Web pages. The semantic link network is the natural extension of the hyperlink network so it can inherit the existing theory and method on hyperlink network. Based on the single semantic image established upon the orthogonal semantic space and the semantic link space, the proposed image retrieval approach enables users to obtain the semantic clustering of relevant images rather than a list of isolated images as the output of the current search engine and to browse images along semantic paths with the support of semantic link reasoning. Semantic matching and reasoning for realizing intelligent semantic image retrieval is based on graph operation and matrix operation. (C) 2003 Elsevier Inc. All rights reserved.
关键词	information grid image retrieval knowledge grid semantic link semantic web web
DOI	10.1016/j.jss.2003.08.243
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Software Engineering ; Computer Science, Theory & Methods
WOS记录号	WOS:000224158900009
出版者	ELSEVIER SCIENCE INC
引用统计	被引频次：18[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/2XEOYT63/9859
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Zhuge, H
作者单位	Chinese Acad Sci, Inst Comp Technol, Key Lab Intelligent Informat Proc, Knowledge Grid Res Grp, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Zhuge, H. Retrieve images by understanding semantic links and clustering image fragments[J]. JOURNAL OF SYSTEMS AND SOFTWARE,2004,73(3):455-466.
APA	Zhuge, H.(2004).Retrieve images by understanding semantic links and clustering image fragments.JOURNAL OF SYSTEMS AND SOFTWARE,73(3),455-466.
MLA	Zhuge, H."Retrieve images by understanding semantic links and clustering image fragments".JOURNAL OF SYSTEMS AND SOFTWARE 73.3(2004):455-466.