UM
Residential Collegefalse
Status已發表Published
Content-based retrieval of multimedia objects related to domains
Gong Z.-G.; Zhou L.-X.; Dong S.-Z.
2002
Source PublicationJisuanji Xuebao/Chinese Journal of Computers
ISSN02544164
Volume25Issue:1Pages:63-72
Abstract

The raw multimedia data is separated from its domain knowledge in this paper. Thus, different application domains can share the raw multimedia resources at great extent. By this way, the multi-view property of multimedia can be easily supported. In CDB/M, Frame is used to model the domain concepts, which are abstracted from multimedia data, and Sub Frame to represent the subconcept of another concept. Therefore, the PART_OF relationships among the domain concepts can be well modeled. Besides the PART_OF relationships, each concept may have independent attributes Mi and derived attributes Fj, which respectively represent user input annotations and visual features of multimedia data. However, different users may have large disparities in their specifying the similarity thresholds and fuzzy values of multimedia data. To solve this problem, CDB/M maintains a Context for each of the users of the system. As a matter of fact, the system provides a Context template, whose parameters can be input and modified by the individual users according to their special requirements. In many situations, a user needs visual similarities in sub-concepts other than the whole multimedia object. The hierarchical structures of domain concepts in CDB/M can easily support this problem. This paper also investigates multimedia query processing procedures. Two kinds of index, traditional B+ tree for simple comparisons and VP tree for visual similarities, are employed by the system in order to increase its searching speeds.

KeywordContent Based Retrieval Frame Fuzzy Retrieval Multimedia Similarity Retrieval
URLView the original
Fulltext Access
Document TypeJournal article
CollectionUniversity of Macau
AffiliationFaculty of Sci. and Technol., Univ. of Macau, Macau, P.O. Box 3001, Macao
Recommended Citation
GB/T 7714
Gong Z.-G.,Zhou L.-X.,Dong S.-Z.. Content-based retrieval of multimedia objects related to domains[J]. Jisuanji Xuebao/Chinese Journal of Computers, 2002, 25(1), 63-72.
APA Gong Z.-G.., Zhou L.-X.., & Dong S.-Z. (2002). Content-based retrieval of multimedia objects related to domains. Jisuanji Xuebao/Chinese Journal of Computers, 25(1), 63-72.
MLA Gong Z.-G.,et al."Content-based retrieval of multimedia objects related to domains".Jisuanji Xuebao/Chinese Journal of Computers 25.1(2002):63-72.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Gong Z.-G.]'s Articles
[Zhou L.-X.]'s Articles
[Dong S.-Z.]'s Articles
Baidu academic
Similar articles in Baidu academic
[Gong Z.-G.]'s Articles
[Zhou L.-X.]'s Articles
[Dong S.-Z.]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Gong Z.-G.]'s Articles
[Zhou L.-X.]'s Articles
[Dong S.-Z.]'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.