MPEG-7 Meets Multimedia Database Systems

Currently used Database Management Systems do not fulll the require- ments of multimedia in querying, indexing and content modeling. Thus, most database provider oer extenders for multimedia data. These extensions, however, provide only limited semantic modeling and rely on simple index structure which do not meet the whole nature of multimedia. In this context, this paper points out approaches for the integration of MPEG-7 as a standard for describing multimedia content into a database management system and its impact to core parts of a database such as data model, access methods, query language and query optimization.

[1]  Hans-Peter Kriegel,et al.  The X-tree : An Index Structure for High-Dimensional Data , 2001, VLDB.

[2]  Harald Kosch,et al.  The MPEG-7 Multimedia Database System (MPEG-7 MMDB) , 2008, J. Syst. Softw..

[3]  Jim Melton,et al.  SQL multimedia and application packages (SQL/MM) , 2001, SGMD.

[4]  Mathias Lux,et al.  Content-based video retrieval and summarization using MPEG-7 , 2003, IS&T/SPIE Electronic Imaging.

[5]  Jitendra Malik,et al.  Color- and texture-based image segmentation using EM and its application to content-based image retrieval , 1998, Sixth International Conference on Computer Vision (IEEE Cat. No.98CH36271).

[6]  Pavel Zezula,et al.  M-tree: An Efficient Access Method for Similarity Search in Metric Spaces , 1997, VLDB.

[7]  M. Tamer Özsu,et al.  Foundation of the DISIMA Image Query Languages , 2004, Multimedia Tools and Applications.

[8]  William I. Grosky,et al.  Managing multimedia information in database systems , 1997, CACM.

[9]  Ju-Hong Lee,et al.  A Model for k-Nearest Neighbor Query Processing Cost in Multidimensional Data Space , 1999, Inf. Process. Lett..

[10]  Sandeepan Banerjee,et al.  XML Schemas in Oracle XML DB , 2003, VLDB.

[11]  Shin'ichi Satoh,et al.  The SR-tree: an index structure for high-dimensional nearest neighbor queries , 1997, SIGMOD '97.

[12]  Harald Kosch,et al.  Distributed Multimedia Database Technologies Supported by MPEG-7 and MPEG-21 , 2003 .

[13]  Christian Böhm,et al.  A cost model for query processing in high dimensional data spaces , 2000, TODS.

[14]  Thomas S. Huang,et al.  Supporting content-based queries over images in MARS , 1997, Proceedings of IEEE International Conference on Multimedia Computing and Systems.

[15]  Jim Melton,et al.  SQL/XML is making good progress , 2002, SGMD.

[16]  Simone Santini,et al.  Image Databases Are Not Databases with Images , 1997, ICIAP.

[17]  Vincent Oria,et al.  MOQL: A Multimedia Object Query Language , 2000 .

[18]  Markus A. Stricker,et al.  Similarity of color images , 1995, Electronic Imaging.

[19]  David Jordan C++ Object Databases: Programming with the ODMG Standard , 1997 .

[20]  Serge Abiteboul,et al.  From structured documents to novel query facilities , 1994, SIGMOD '94.

[21]  Harald Kosch,et al.  Approximating the selectivity of multimedia range queries , 2005, 2005 IEEE International Conference on Multimedia and Expo.

[22]  Ahmad Ashari,et al.  Storing And Querying XML Data Using RDBMS , 2004, iiWAS.

[23]  Qing Li,et al.  A multi-paradigm querying approach for a generic multimedia database management system , 2003, SGMD.

[24]  Hans-Peter Kriegel,et al.  A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise , 1996, KDD.

[25]  Harald Kosch,et al.  MPEG-7 and multimedia database systems , 2002, SGMD.

[26]  Wolfgang Klas,et al.  An analysis of XML database solutions for the management of MPEG-7 media descriptions , 2003, CSUR.