Multimedia, as it stands now is perhaps the most
diverse and rich culture around the globe. One of the major needs of
Multimedia is to have a single system that enables people to
efficiently search through their multimedia catalogues. Many
Domain Specific Systems and architectures have been proposed but
up till now no generic and complete architecture is proposed. In this
paper, we have suggested a generic architecture for Multimedia
Database. The main strengths of our architecture besides being
generic are Semantic Libraries to reduce semantic gap, levels of
feature extraction for more specific and detailed feature extraction
according to classes defined by prior level, and merging of two types
of queries i.e. text and QBE (Query by Example) for more accurate
yet detailed results.
[1] J.R. Smith and S. F. Chang, "Visually Searching the Web for Content"
IEEE Multimedia Volume 4, Issue 3, July 1997, pp 12-20.
[2] Extensible Markup Language http://www.xml.org
[3] W3C: XML Schema Part2: Datatypes,
http://www.w3.org/TR/xmlschema-2/#dateTime, W3C Recommendation
02 May 2001, Editors: Biron P V, Malhotra A
[4] IEEE Learning Technology Standards Committee ┬®2005,
http://ltsc.ieee.org/wg12, IEEE Standards for Learning Object Metadata
(1484.12.1)
[5] IEEE http://www.ieee.org
[6] International Organization For Standardization, Coding of Moving
Picture & Audio, ISO/IEC JTC1/SC29/WG11
http://www.chiariglione.org/mpeg/standards/mpeg-7/mpeg-7/mpeg-
7.htm
[7] MPEG-7 Overview: ISO/IEC JTC1/SC29/WG11 N4980, Kla-genfurt,
July 2002, Editor: Martínez J M (UPM-GTI, ES)
[8] Dublin Core Metadata Initiative, http://dublincore.org
[9] Chitra Dorai, Andreas Mauthe, Frank Nack, Lloyd Rutledge, Thomas
Sikora, Herbert Zettl, "Media Semantics: Who Needs It and Why?"
Multimedia-02, December 1-6, 2002, Juan-les-Pins, France. Copyright
2002 ACM 1-58113-620-X/02/0012
[10] Lynne Dunckley, "Multimedia Databases - An Object-Relational
Approach" ISBN # 0 201 78899 3, pub 2003, Chapter 5, page 117-122.
[11] W3C Metadata Acitivity,W3C organization
http://www.w3.org/Metadata/
[12] Lynne Dunckley, "Multimedia Databases - An Object-Relational
Approach" ISBN # 0 201 78899 3, pub 2003, Chapter 5, page 123-135.
[13] S. Kulkarni and B. Verma, "An Autoassociator for Automatic Texture
Feature Extraction",Proceedings of the 4th International Conference on
Computational Intelligence and Multimedia Applications (ICCIMA'01)
0-7695-1312-3/01 ┬® 2001 IEEE
[14] Job Oostveen, Ton Kalker, Jaap Haitsma, "Feature Extraction and a
Database Strategy for Video Fingerprinting", 5th International
Conference, VISUAL 2002 Hsin Chu, Taiwan, March 11-13, 2002.
Proceedings Lecture Notes in Computer Science , ISSN: 0302-9743.
[1] J.R. Smith and S. F. Chang, "Visually Searching the Web for Content"
IEEE Multimedia Volume 4, Issue 3, July 1997, pp 12-20.
[2] Extensible Markup Language http://www.xml.org
[3] W3C: XML Schema Part2: Datatypes,
http://www.w3.org/TR/xmlschema-2/#dateTime, W3C Recommendation
02 May 2001, Editors: Biron P V, Malhotra A
[4] IEEE Learning Technology Standards Committee ┬®2005,
http://ltsc.ieee.org/wg12, IEEE Standards for Learning Object Metadata
(1484.12.1)
[5] IEEE http://www.ieee.org
[6] International Organization For Standardization, Coding of Moving
Picture & Audio, ISO/IEC JTC1/SC29/WG11
http://www.chiariglione.org/mpeg/standards/mpeg-7/mpeg-7/mpeg-
7.htm
[7] MPEG-7 Overview: ISO/IEC JTC1/SC29/WG11 N4980, Kla-genfurt,
July 2002, Editor: Martínez J M (UPM-GTI, ES)
[8] Dublin Core Metadata Initiative, http://dublincore.org
[9] Chitra Dorai, Andreas Mauthe, Frank Nack, Lloyd Rutledge, Thomas
Sikora, Herbert Zettl, "Media Semantics: Who Needs It and Why?"
Multimedia-02, December 1-6, 2002, Juan-les-Pins, France. Copyright
2002 ACM 1-58113-620-X/02/0012
[10] Lynne Dunckley, "Multimedia Databases - An Object-Relational
Approach" ISBN # 0 201 78899 3, pub 2003, Chapter 5, page 117-122.
[11] W3C Metadata Acitivity,W3C organization
http://www.w3.org/Metadata/
[12] Lynne Dunckley, "Multimedia Databases - An Object-Relational
Approach" ISBN # 0 201 78899 3, pub 2003, Chapter 5, page 123-135.
[13] S. Kulkarni and B. Verma, "An Autoassociator for Automatic Texture
Feature Extraction",Proceedings of the 4th International Conference on
Computational Intelligence and Multimedia Applications (ICCIMA'01)
0-7695-1312-3/01 ┬® 2001 IEEE
[14] Job Oostveen, Ton Kalker, Jaap Haitsma, "Feature Extraction and a
Database Strategy for Video Fingerprinting", 5th International
Conference, VISUAL 2002 Hsin Chu, Taiwan, March 11-13, 2002.
Proceedings Lecture Notes in Computer Science , ISSN: 0302-9743.
@article{"International Journal of Information, Control and Computer Sciences:57203", author = "Mohib ur Rehman and Imran Ihsan and Mobin Uddin Ahmed and Nadeem Iftikhar and Muhammad Abdul Qadir", title = "Generic Multimedia Database Architecture", abstract = "Multimedia, as it stands now is perhaps the most
diverse and rich culture around the globe. One of the major needs of
Multimedia is to have a single system that enables people to
efficiently search through their multimedia catalogues. Many
Domain Specific Systems and architectures have been proposed but
up till now no generic and complete architecture is proposed. In this
paper, we have suggested a generic architecture for Multimedia
Database. The main strengths of our architecture besides being
generic are Semantic Libraries to reduce semantic gap, levels of
feature extraction for more specific and detailed feature extraction
according to classes defined by prior level, and merging of two types
of queries i.e. text and QBE (Query by Example) for more accurate
yet detailed results.", keywords = "Multimedia Database Architecture, Semantics,Feature Extraction, Ontology.", volume = "1", number = "5", pages = "1316-4", }