Mining temporal and spatial object relations in multimedia contents

S. Tseng*, Pao Ching Tseng, Kawuu W.C. Lin

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

A number of studies on multimedia data mining have been done in recent years. However, the existing work on mining spatial patterns in multimedia databases is very restricted although it is an emerging research topic. The existing data mining methods for multimedia contents can only find simple spatial relationships among objects and do not consider the temporal changes of the spatial patterns. In this paper, we propose an effective method that is concerned with the discovery of spatial patterns among objects from multimedia contents that were sequentially captured from a remote wireless camera. The proposed method can efficiently discover complex spatial relationships among objects like the northeast, southeast, northwest and southwest. Besides, we further explore the temporal concept for spatial patterns in multimedia databases. An effective method is also proposed for finding the temporal changes of spatial patterns. Through empirical evaluation, the proposed method is shown to deliver excellent performance under different system conditions.

Original languageEnglish
Title of host publication2005 International Conference on Wireless Networks, Communications and Mobile Computing
Pages1371-1376
Number of pages6
DOIs
StatePublished - 1 Dec 2005
Event2005 International Conference on Wireless Networks, Communications and Mobile Computing - Maui, HI, United States
Duration: 13 Jun 200516 Jun 2005

Publication series

Name2005 International Conference on Wireless Networks, Communications and Mobile Computing
Volume2

Conference

Conference2005 International Conference on Wireless Networks, Communications and Mobile Computing
CountryUnited States
CityMaui, HI
Period13/06/0516/06/05

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    Tseng, S., Tseng, P. C., & Lin, K. W. C. (2005). Mining temporal and spatial object relations in multimedia contents. In 2005 International Conference on Wireless Networks, Communications and Mobile Computing (pp. 1371-1376). [1549613] (2005 International Conference on Wireless Networks, Communications and Mobile Computing; Vol. 2). https://doi.org/10.1109/WIRLES.2005.1549613