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Conference Paper
Fine-level Moving Object Detection using Region-based Background/Foreground Model
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- Authors
- SuGil Choi, Jong-Wook Han
- Issue Date
- 2012-10
- Citation
- International Conference on Information and Communication Technology Convergence (ICTC) 2012, pp.761-762
- Publisher
- IEEE
- Language
- English
- Type
- Conference Paper
- Abstract
- Background subtraction forms the first stage in an automated visual surveillance system. Most fine-level background subtraction techniques are based on the analysis of pixel-based distribution, while region-based models are more robust to dynamic backgrounds. Hence, it is reasonable to refine the coarse foreground extracted by region-based subtraction, so that detailed shape information can be available just like the result of pixel-based subtraction. In this paper, we propose a method for the fine processing of coarse foreground block. © 2012 IEEE.
- KSP Keywords
- Background Subtraction, Dynamic background, First stage, Foreground model, Pixel-based, Region-based, Subtraction techniques, Visual surveillance system, moving object detection, shape information