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ASME Press Select Proceedings

International Conference on Advanced Computer Theory and Engineering, 4th (ICACTE 2011)

By
Yi Xie
Yi Xie
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ISBN:
9780791859933
No. of Pages:
840
Publisher:
ASME Press
Publication date:
2011

The paper presents a cost-effective approach to automatic people detection, segmentation, tracking and counting, which is designed for a system with an overhead mounted (zenithal) camera. First the background subtraction is done using a running average-like background model, then k-means clustering with some constrains is used to enable the segmentation of single person and get his location, before segmentation a people number estimation in the scene is used as a priori. Tracking of segmented people is solved using motion prediction method. People counting system have been applied to people surveillance and management areas. Experimental results suggest that the proposed method...

Abstract
Keywords
1. Introduction
2. The Proposed Method
3. Experimental Results and Analysis
4. Conclusion
5. Acknowledgement
6. References
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