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Retrieve images by understanding semantic links and clustering image fragments

文献类型：期刊论文

作者Zhuge, H
刊名JOURNAL OF SYSTEMS AND SOFTWARE
出版日期2004-11-01
卷号73期号:3页码:455-466
关键词information grid image retrieval knowledge grid semantic link semantic web web
ISSN号0164-1212
DOI10.1016/j.jss.2003.08.243
英文摘要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.
WOS研究方向Computer Science
语种英语
WOS记录号WOS:000224158900009
出版者ELSEVIER SCIENCE INC
源URL[http://119.78.100.204/handle/2XEOYT63/9858]  
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.

入库方式： OAI收割

来源：计算技术研究所

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