Title :
Fast polynomial regression transform for video database
Author :
Han, Keesook J. ; Tewfik, Ahmed H.
Author_Institution :
Dept. of Electr. & Comput. Eng., Minnesota Univ., Minneapolis, MN, USA
Abstract :
Important issues in multimedia information systems are the development of efficient storage layout models and effective retrieval system to manage multimedia databases. In multimedia information systems, the capability for interaction with video media type is still extremely limited due to a huge amount of video databases. We present the Fast Polynomial Regression Transform (FPRT) based metadata scheme for manipulating the large video database in the paper. This new metadata scheme provides the simplification of the query mechanism and the improvement of communication in multimedia systems. The main advantage of the proposed approach is the reduction of the data storage space while preserving much video content information. Other advantages are computational simplicity for video information coding and accuracy for video indexing. Visual tools for video representation and browsing are also presented
Keywords :
information retrieval; multimedia databases; transforms; video coding; video databases; FPRT based metadata scheme; computational simplicity; data storage space; fast polynomial regression transform; large video database; multimedia databases; multimedia information systems; query mechanism; retrieval system; storage layout models; video browsing; video content information; video database; video indexing; video information coding; video media type interaction; video representation; visual tools; Image segmentation; Indexing; Information retrieval; Management information systems; Multimedia databases; Multimedia systems; Polynomials; Space technology; Streaming media; Video compression;
Conference_Titel :
Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
0-8186-8821-1
DOI :
10.1109/ICIP.1998.999005
