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

被引:37
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
相关论文
共 47 条
  • [1] The Advanced Video Information System: Data structures and query processing
    Adali, S
    Candan, KS
    Chen, SS
    Erol, K
    Subrahmanian, VS
    [J]. MULTIMEDIA SYSTEMS, 1996, 4 (04) : 172 - 186
  • [2] MAINTAINING KNOWLEDGE ABOUT TEMPORAL INTERVALS
    ALLEN, JF
    [J]. COMMUNICATIONS OF THE ACM, 1983, 26 (11) : 832 - 843
  • [3] [Anonymous], 1990, P INT S SPATIAL DATA
  • [4] [Anonymous], 1998, INT S ADV GEOGRAPHIC
  • [5] ARSLAN U, 2002, P WORKSH MULT SEM SO, P1
  • [6] ARSLAN U, 2002, THESIS BILKENT U ANK
  • [7] Event based indexing of broadcasted sports video by intermodal collaboration
    Babaguchi, N
    Kawai, Y
    Kitahashi, T
    [J]. IEEE TRANSACTIONS ON MULTIMEDIA, 2002, 4 (01) : 68 - 75
  • [8] BilVideo:: A video database management system
    Catarci, T
    Dönderler, ME
    Saykol, E
    Ulusoy, Ö
    Güdükbay, U
    [J]. IEEE MULTIMEDIA, 2003, 10 (01) : 66 - 70
  • [9] VideoQ: An automated content based video search system using visual cues
    Chang, SF
    Chen, W
    Meng, HJ
    Sundaram, H
    Zhong, D
    [J]. ACM MULTIMEDIA 97, PROCEEDINGS, 1997, : 313 - 324
  • [10] A spatio-temporal semantic model for multimedia database systems and multimedia information systems
    Chen, SC
    Kashyap, RL
    [J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2001, 13 (04) : 607 - 622