4 March 2015 Video object segmentation via adaptive threshold based on background model diversity
Author Affiliations +
Proceedings Volume 9443, Sixth International Conference on Graphic and Image Processing (ICGIP 2014); 944329 (2015) https://doi.org/10.1117/12.2179192
Event: Sixth International Conference on Graphic and Image Processing (ICGIP 2014), 2014, Beijing, China
Abstract
The background subtraction could be presented as classification process when investigating the upcoming frames in a video stream, taking in consideration in some cases: a temporal information, in other cases the spatial consistency, and these past years both of the considerations above. The classification often relied in most of the cases on a fixed threshold value. In this paper, a framework for background subtraction and moving object detection based on adaptive threshold measure and short/long frame differencing procedure is proposed. The presented framework explored the case of adaptive threshold using mean squared differences for a sampled background model. In addition, an intuitive update policy which is neither conservative nor blind is presented. The algorithm succeeded on extracting the moving foreground and isolating an accurate background.
© (2015) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Mohamed Bachir Boubekeur, Mohamed Bachir Boubekeur, SenLin Luo, SenLin Luo, Hocine Labidi, Hocine Labidi, Tarek Benlefki, Tarek Benlefki, } "Video object segmentation via adaptive threshold based on background model diversity", Proc. SPIE 9443, Sixth International Conference on Graphic and Image Processing (ICGIP 2014), 944329 (4 March 2015); doi: 10.1117/12.2179192; https://doi.org/10.1117/12.2179192
PROCEEDINGS
5 PAGES


SHARE
RELATED CONTENT

Object and activity detection from aerial video
Proceedings of SPIE (May 21 2015)
Analysis of degradation of video images
Proceedings of SPIE (September 01 1995)
Multimedia traffic monitoring system
Proceedings of SPIE (October 11 2000)

Back to Top