UM  > 科技學院  > 電腦及資訊科學系
Web image retrieval refinement by visual contents
Gong Z.; Liu Q.; Zhang J.
2006
Conference Name7th International Conference on Web-Age Information Management
Source PublicationLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume4016 LNCS
Pages134-145
Conference DateJUN 17-19, 2006
Conference PlaceHong Kong, PEOPLES R CHINA
Abstract

For Web image retrieval, two basic methods can be used for representing and indexing Web images. One is based on the associate text around the Web images; and the other utilizes visual features of images, such as color, texture, shape, as the descriptions of Web images. However, those two methods are often applied independently in practice. In fact, both have their limitations to support Web image retrieval. This paper proposes a novel model called 'multiplied refinement', which is more applicable to combination of those two basic methods. Our experiments compare three integration models, including multiplied refinement model, linear refinement model and expansion model, and show that the proposed model yields very good performance. © Springer-Verlag Berlin Heidelberg 2006.

DOI10.1007/11775300_12
URLView the original
Indexed BySCI
Language英语
WOS Research AreaComputer Science
WOS SubjectComputer Science, Artificial Intelligence ; Computer Science, Information Systems ; Computer Science, Theory & Methods
WOS IDWOS:000239658700012
Fulltext Access
Citation statistics
Document TypeConference paper
CollectionDEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
AffiliationUniversidade de Macau
Recommended Citation
GB/T 7714
Gong Z.,Liu Q.,Zhang J.. Web image retrieval refinement by visual contents[C],2006:134-145.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Gong Z.]'s Articles
[Liu Q.]'s Articles
[Zhang J.]'s Articles
Baidu academic
Similar articles in Baidu academic
[Gong Z.]'s Articles
[Liu Q.]'s Articles
[Zhang J.]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Gong Z.]'s Articles
[Liu Q.]'s Articles
[Zhang J.]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.