Visual ontology construction for digitized art image retrieval

	Visual ontology construction for digitized art image retrieval
	Jiang, SQ ; Du, J ; Huang, QM ; Huang, TJ ; Gao, W
	2005-11-01
发表期刊	JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY
ISSN	1000-9000
卷号	20 期号:6 页码:855-860
摘要	Current investigations on visual information retrieval are generally content-based methods. The significant difference between similarity in low-level features and similarity in high-level semantic meanings is still a major challenge in the area of image retrieval. In this work, a scheme for constructing visual ontology to retrieve art images is proposed. The proposed ontology describes images in various aspects, including type & style, objects and global perceptual effects. Concepts in the ontology could be automatically derived. Various art image classification methods are employed based on low-level image features. Non-objective semantics are introduced, and how to express these semantics is given. The proposed ontology scheme could make users more naturally find visual information and thus narrows the "semantic gap". Experimental implementation demonstrates its good potential for retrieving art images in a human-centered manner.
关键词	ontology design image/video retrieval image database
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Hardware & Architecture ; Computer Science, Software Engineering
WOS记录号	WOS:000233343300014
出版者	SCIENCE PRESS
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/2XEOYT63/10286
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Jiang, SQ
作者单位	1.Chinese Acad Sci, Digital Media Lab, Inst Comp Technol, Beijing 100080, Peoples R China 2.Chinese Acad Sci, Res Ctr Digital Media, Grad Sch, Beijing 100049, Peoples R China
推荐引用方式 GB/T 7714	Jiang, SQ,Du, J,Huang, QM,et al. Visual ontology construction for digitized art image retrieval[J]. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY,2005,20(6):855-860.
APA	Jiang, SQ,Du, J,Huang, QM,Huang, TJ,&Gao, W.(2005).Visual ontology construction for digitized art image retrieval.JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY,20(6),855-860.
MLA	Jiang, SQ,et al."Visual ontology construction for digitized art image retrieval".JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY 20.6(2005):855-860.