A Video-Based Traffic Congestion Monitoring System Using Adaptive Background Subtraction

@article{Zhu2009AVT,
  title={A Video-Based Traffic Congestion Monitoring System Using Adaptive Background Subtraction},
  author={Fei Zhu},
  journal={2009 Second International Symposium on Electronic Commerce and Security},
  year={2009},
  volume={2},
  pages={73-77}
}
The importance of effective and efficient traffic congestion monitoring grows with the enlarging of urban scale and increasing number of vehicles. We develop a traffic congestion monitoring system which is based on adaptive background subtraction. The system reads real time monitoring video from communications department and converts it into images. After that, we change them into corresponding gray images and carry out image binarization with dynamic multiple thresholds method which selects… CONTINUE READING

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  • 2011
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  • 2011
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References

Publications referenced by this paper.
SHOWING 1-8 OF 8 REFERENCES

Efficient computation of adaptive threshold surfaces for image binarization

  • Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001
  • 2001
VIEW 1 EXCERPT

An Algorithm for Threshold Based on Arithmetic Mean of Gray Value

Yongying Gao, Li Zhang, Guowei Wu
  • Journal Of Image And Graphics, Chinese, Vol. 4, No. 6, 1999, pp. 524-528.
  • 1999
VIEW 1 EXCERPT

Switching Median Filter For The Removal Of Impulse Noise From Highly Corrupted Images,

Zhou Wang, David Zhang, “Progressive
  • IEEE Transactions On Circuits And Systems II: Analog And Digital Signal Processing,
  • 1999