Video Volume Segmentation for Event Detection

Jing Wang, Zhijie Xu, Qian Xu

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

2 Citations (Scopus)

Abstract

Video processing for surveillance and security applications has become a research hotspot in the last decade. This paper reports a research into volume-based segmentation techniques for video event detection. It starts with an introduction of the structure in 3D video volumes denoted by spatio-temporal features extracted from video footages. The focus of the work is on devising an effective and efficient 3D segmentation technique suitable to the volumetric nature of video events through deploying innovative 3D clustering methods. It is supported by the design and experiment on the 3D data compression techniques for accelerating the preprocessing of the original video data. An evaluation on the performance of the developed methods is presented at the end.

Original languageEnglish
Title of host publicationProceedings of the 2009 Sixth International Conference on Computer Graphics, Imaging and Visualization
Subtitle of host publicationNew Advances and Trends - CGIV 2009
EditorsEbad Banissi, Muhammad Sarfraz, Jiawan Zhang, Anna Ursyn, Wong Chow Jeng, Mark W. McK. Bannatyne, Jian J. Zhang, Lim Hwee San, Mao Lin Huang
Place of PublicationLos Alamitos
PublisherIEEE
Pages311-316
Number of pages6
ISBN (Print)9780769537894
DOIs
Publication statusPublished - 30 Oct 2009
Event6th International Conference on Computer Graphics, Imaging and Visualization: New Advances and Trends - Tianjin, China
Duration: 11 Aug 200914 Aug 2009
Conference number: 6

Conference

Conference6th International Conference on Computer Graphics, Imaging and Visualization: New Advances and Trends
Abbreviated titleCGIV2009
CountryChina
CityTianjin
Period11/08/0914/08/09

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Wang, J., Xu, Z., & Xu, Q. (2009). Video Volume Segmentation for Event Detection. In E. Banissi, M. Sarfraz, J. Zhang, A. Ursyn, W. C. Jeng, M. W. M. Bannatyne, J. J. Zhang, L. H. San, ... M. L. Huang (Eds.), Proceedings of the 2009 Sixth International Conference on Computer Graphics, Imaging and Visualization: New Advances and Trends - CGIV 2009 (pp. 311-316). [5298840] Los Alamitos: IEEE. https://doi.org/10.1109/CGIV.2009.36