BilVideo:: Design and implementation of a video database management system

被引:36
作者
Dönderler, ME [1 ]
Saykol, E [1 ]
Arslan, U [1 ]
Ulusoy, Ö [1 ]
Güdükbay, U [1 ]
机构
[1] Bilkent Univ, Dept Comp Engn, Ankara, Turkey
关键词
video databases; multimedia databases; information systems; content-based retrieval; spatiotemporal relations; spatio-temporal query processing; video query languages;
D O I
10.1007/s11042-005-2715-7
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the advances in information technology, the amount of multimedia data captured, produced, and stored is increasing rapidly. As a consequence, multimedia content is widely used for many applications in today's world, and hence, a need for organizing this data, and accessing it from repositories with vast amount of information has been a driving stimulus both commercially and academically. In compliance with this inevitable trend, first image and especially later video database management systems have attracted a great deal of attention, since traditional database systems are designed to deal with alphanumeric information only, thereby not being suitable for multimedia data. In this paper, a prototype video database management system, which we call BilVideo, is introduced. The system architecture of BilVideo is original in that it provides full support for spatio-temporal queries that contain any combination of spatial, temporal, object-appearance, external-predicate, trajectory-projection, and similarity-based object-trajectory conditions by a rule-based system built on a knowledge-base, while utilizing an object-relational database to respond to semantic (keyword, event/activity, and category-based), color, shape, and texture queries. The parts of BilVideo (Fact-Extractor, Video-Annotator, its Web-based visual query interface, and its SQL-like textual query language) are presented, as well. Moreover, our query processing strategy is also briefly explained.
引用
收藏
页码:79 / 104
页数:26
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