A WWW-based intelligent multimedia information query and retrieve system

Y. Y. Xu*, H. C. Fu, Hsiao-Tien Pao

*Corresponding author for this work

Research output: Contribution to conferencePaperpeer-review

Abstract

In this paper, we propose and implement a World Wide Web based video query system: The Intelligent Multimedia Information Processing System (IMIPS). The IMIPS first collects videos available over the WWW, analyzes these videos to extract keyframes, and indexes these keyframes at a local database. By using the proposed Multiple-Instance learning algorithm, a user can select a few keyframes to train a desired image query model. When a query model is selected, the proposed IMIPS will retrieve matched images from the local database, and display them as a small icon at the user interface. Then a user can click on the interested icon to retrieve and to play the video from the original web site. According to the implemented prototype system, a user can find one's desired videos on the WWW with only a few (2-3) times of retraining to achieve 70% hit rate on 50 retrieved videos among 5 different query models.

Original languageEnglish
Pages731-734
Number of pages4
DOIs
StatePublished - 1 Dec 2000
Event2000 IEEE International Conference on Multimedia and Expo (ICME 2000) - New York, NY, United States
Duration: 30 Jul 20002 Aug 2000

Conference

Conference2000 IEEE International Conference on Multimedia and Expo (ICME 2000)
CountryUnited States
CityNew York, NY
Period30/07/002/08/00

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