An MPEG-7 content-based analysis/retrieval system and its applications
Journal
Proceedings of SPIE - The International Society for Optical Engineering
Journal Volume
5150 III
Pages
1800-1810
Date Issued
2003
Author(s)
Kuo, J.-H.
Abstract
In this paper, we proposed a content-based multimedia analysis/retrieval system basing mainly on the MPEG-7 defined features. Some new and specific features are also included for supporting various requirements of different applications. The proposed system is capable of extracting a variety of features from different kinds of media data, such as videos, audios, and images. The system design is well modularized, so that the tasks of system development and feature construction can be done independently and separately. In other words, adding a new feature into the system can be done without modifying the structure of the system. In addition, a user can also input some hints about what he or she is looking for into the system, and the system will search through the database and return the best matched candidates. On the basis of this well-modularized system, several interesting applications have been investigated and realized in our Lab, to show the effectiveness and flexibility of the proposed work.
Subjects
Content-based retrieval; MPEG-7; Scene change detection; Video and audio abstracting and summarization
Other Subjects
Computer hardware description languages; Database systems; Feature extraction; Image analysis; Image compression; Multimedia systems; Standards; User interfaces; Motion picture experts group; Scene change detection; Content based retrieval
Type
conference paper