Accommodating hybrid retrieval in a comprehensive video database management system

A comprehensive video retrieval system should be able to accommodate and utilize various (complementary) description data in facilitating effective retrieval. We advocate a hybrid retrieval approach by integrating a query-based (database) mechanism with content-based retrieval (CBR) functions. We describe the VideoMAP/sup +/ architecture, discuss issues related to developing such a comprehensive video database management system, and its specific language mechanism (CAROL/ST with CBR) which provides an improved expressive power than pure query-based or CBR methods currently offer. We also describe an experimental prototype being developed based on a commercial object-oriented toolkit using VC++ and Java.

[1]  Sandra Heiler,et al.  Distributed Object Management , 1992, Int. J. Cooperative Inf. Syst..

[2]  Stephen W. Smoliar,et al.  Content based video indexing and retrieval , 1994, IEEE MultiMedia.

[3]  Tat-Seng Chua,et al.  A video retrieval and sequencing system , 1995, TOIS.

[4]  K. Selçuk Candan,et al.  SEMCOG: an integration of SEMantics and COGnition-based approaches for image retrieval , 1997, SAC '97.

[5]  Anne H. H. Ngu,et al.  2D Projection Interval Relationships: A Symbolic Representation of Spatial Relationships , 1995, SSD.

[6]  Qing Li,et al.  Developing an Object-Oriented Video Database System with Spatio-Temporal Reasoning Capabilities , 1999, ER.

[7]  Timos K. Sellis,et al.  Spatio-temporal composition and indexing for large multimedia applications , 1998, Multimedia Systems.

[8]  Ishfaq Ahmad,et al.  Response Time Driven Multimedia Data Objects Allocation for Browsing Documents in Distributed Environments , 1999, IEEE Trans. Knowl. Data Eng..

[9]  Gultekin Özsoyoglu,et al.  Querying Multimedia Presentations Based on Content , 1999, IEEE Trans. Knowl. Data Eng..

[10]  Rynson W. H. Lau,et al.  VideoMAP: a generic framework for video management and application processing , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[11]  Ahmed K. Elmagarmid,et al.  WVTDB - A Semantic Content-Based Video Database System on the World Wide Web , 1998, IEEE Trans. Knowl. Data Eng..

[12]  Katsumi Tanaka,et al.  OVID: Design and Implementation of a Video-Object Database System , 1993, IEEE Trans. Knowl. Data Eng..

[13]  Patrick Valduriez,et al.  Principles of Distributed Database Systems , 1990 .

[14]  Dennis Tsichritzis,et al.  Data modeling of time-based media , 1994, SIGMOD '94.

[15]  Atsuo Yoshitaka,et al.  A Survey on Content-Based Retrieval for Multimedia Databases , 1999, IEEE Trans. Knowl. Data Eng..

[16]  Stephen W. Smoliar,et al.  A video parsing, indexing and retrieval system , 1995, MULTIMEDIA '95.

[17]  Terry E. Weymouth,et al.  Semantic Queries with Pictures: The VIMSYS Model , 1991, VLDB.

[18]  Forouzan Golshani,et al.  A Language for Content-Based Video Retrieval , 2004, Multimedia Tools and Applications.

[19]  Wei Xiong,et al.  Automatic and dynamic video manipulation , 1999 .

[20]  Yueting Zhuang,et al.  A hybrid approach to video retrieval in a generic video management and application processing framework , 2001, IEEE International Conference on Multimedia and Expo, 2001. ICME 2001..

[21]  Qing Li,et al.  A Framework for Class Partitioning in Object-Oriented Databases , 2000, Distributed and Parallel Databases.

[22]  Qing Li,et al.  Facilitating Spatio-Temporal Operations in a Versatile Video Database System , 1999, Multimedia Information Systems.

[23]  Yueting Zhuang,et al.  Content-based video similarity model , 2000, MM 2000.

[24]  Rune Hjelsvold,et al.  Modelling and Querying Video Data , 1994, VLDB.

[25]  Stephen W. Smoliar,et al.  Video parsing, retrieval and browsing: an integrated and content-based solution , 1997, MULTIMEDIA '95.

[26]  Juyang Weng,et al.  An Image Database System with Support for Traditional Alphanumeric Queries and Content-Based Queries by Example , 1998, Multimedia Tools and Applications.

[27]  Michael Stonebraker,et al.  Chabot: Retrieval from a Relational Database of Images , 1995, Computer.

[28]  Qing Li,et al.  Architecture and mechanisms of a Web-based video data management system , 2000, 2000 IEEE International Conference on Multimedia and Expo. ICME2000. Proceedings. Latest Advances in the Fast Changing World of Multimedia (Cat. No.00TH8532).

[29]  Clement T. Yu,et al.  Priniples of Database Query Processing for Advanced Applications , 1997 .

[30]  Forouzan Golshani,et al.  Rx for semantic video database retrieval , 1994, MULTIMEDIA '94.

[31]  Shi-Kuo Chang,et al.  Image Information Systems: Where Do We Go From Here? , 1992, IEEE Trans. Knowl. Data Eng..

[32]  Sushil Jajodia,et al.  Temporal Databases: Theory, Design, and Implementation , 1993 .

[33]  LiQing,et al.  A Framework for Class Partitioning in Object-Oriented Databases , 2000 .

[34]  Dragutin Petkovic,et al.  Query by Image and Video Content: The QBIC System , 1995, Computer.

[35]  Edoardo Ardizzone,et al.  JACOB: just a content-based query system for video databases , 1996, 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings.

[36]  Stanley Y. W. Su,et al.  Temporal Association Algebra: A Mathematical Foundation for Processing Object-Oriented Temporal Databases , 1998, IEEE Trans. Knowl. Data Eng..