DocumentCode :
3327268
Title :
A novel video data model for moving object description based on spatio-temporal relations
Author :
Song, Dan ; Cho, Mi Young ; Kim, Pan Koo
Author_Institution :
Dept. of Comput. Sci., Chosun Univ., Gwangju, South Korea
fYear :
2004
fDate :
18-19 Nov. 2004
Firstpage :
404
Lastpage :
408
Abstract :
Video processing has been more and more concentrated on moving objects in the video. Video objects refer to semantic real-world entity definitions that are used to denote a coherent spatial-temporal region and be automatically computed by the continuity of spatial-temporal low-level features, such as color and motion. So, in this paper, we propose a video data model to describe events and actions performed by moving objects. This model is flexible, to support the moving objects spatio-temporal relations for semantic concepts description and low-level feature extraction. In order to cater to the users´ query by video content instead of raw data, we decompose the video object action (VOA) at semantic level into an elementary video object motion (EVOM) for extracting the low-level features. The video data model, based on moving objects, can bridge the gap between semantics and low-level features.
Keywords :
content-based retrieval; data models; feature extraction; inference mechanisms; multimedia databases; semantic networks; video signal processing; vocabulary; EVOM; VOA; coherent spatial-temporal region; elementary video object motion; low-level feature extraction; moving object description; multimedia object databases; semantic concepts description; semantic real-world entity definitions; spatial-temporal inference rules; spatio-temporal relations; user video content query; video data model; video object action; Bridges; Computer science; Data mining; Data models; Feature extraction; Image retrieval; Image segmentation; Information retrieval; Multimedia databases; Spatial databases;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Signal Processing and Communication Systems, 2004. ISPACS 2004. Proceedings of 2004 International Symposium on
Print_ISBN :
0-7803-8639-6
Type :
conf
DOI :
10.1109/ISPACS.2004.1439086
Filename :
1439086
Link To Document :
بازگشت