Multi-Person Tracking Based on Video Information Fusion

Jie Cao; Jing Run Zheng

doi:10.4028/www.scientific.net/AMR.187.452

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HomeAdvanced Materials ResearchAdvanced Materials Research Vol. 187Multi-Person Tracking Based on Video Information...

Multi-Person Tracking Based on Video Information Fusion

Abstract:

In order to solve the problem that human objects in complex environments would be affected by illumination, deformation, moving, etc, a multi-feature information fusion based video tracking approach was proposed. In a particle filter framework, both the face color information and the head contour cue were fused effectively.This method overcomed the instability brought by using a single measurement source, and improved the tracking accuracy and reliability. Experiments on real video sequences demonstrate that in the same case our approach has more reliable performance than trackers utilizing only color or contour information with particle filter.

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Periodical:

Advanced Materials Research (Volume 187)

Pages:

452-457

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.187.452

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Online since:

February 2011

Authors:

Jie Cao, Jing Run Zheng

Keywords:

Contour, Data Fusion, Face Color, Multi-Target, Particle Filter (PF), Video Tracking

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References

[1] P. PEREZ, J. VERMAAK, A. BLAKE: IEEE proceeding, Vol. 92, Issue. 3 (2004), p.495.

Google Scholar

[2] B. Menser, M. Brunig, in : Proceedings of the Asilomar Conference on Signals, Systems, and Computers, CA, USA, Vol. 1 (2000), p.49.

Google Scholar

[3] A. Treptow, A. Zell: Robotics and Autonomous Systems, Vol. 48, Issue. 1 (2004), p.41.

Google Scholar

[4] P. Perez, C. Hue,J. Vermaak, et al: Lecture Notes in Computer Science, Vol. 2350 (2002), p.661.

Google Scholar

[5] J. Czyz, B. Ristic, B. Macq, in : Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP (2005), p.217.

DOI: 10.1109/icassp.2005.1415380

Google Scholar

[6] K. Nummiaro,E. Koller-Meier,L. Van. Gool: Image and Vision Computing, Vol. 21 (2003), p.99.

DOI: 10.1016/s0262-8856(02)00129-4

Google Scholar

[7] Li P, Zhang T, AEC. Pece:. Image and Vision Computing, Vol. 21 (2003), p.111.

Google Scholar

[8] M. Isard,A. Blake: Proceedings of European Conference on Computer Vision (1996), p.343.

Google Scholar

[9] HU S H, SONG Y L, LIANG D Q, et al: Journal of Optoelectronics•Laser, Vol. 19, No. 5 (2008), p.680 (in chinese).

Google Scholar

[10] MA J Q, HAN C Z: Opto-Electronic Engineering, Vol. 34, No. 4 (2007), p.22 (in chinese).

Google Scholar

[11] A. Lopez, C. Canton-Ferrer, JR Casas, in : Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2007, Honolulu, HI, USA, Vol. 1 (2007), p.913.

DOI: 10.1109/icassp.2007.366057

Google Scholar

[12] K. Smith, D. Gatica-Perez, JM. Odobezm, in: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005, California , USA, Vol. 1 (2005), p.962.

DOI: 10.1109/cvpr.2005.453

Google Scholar

[13] WANG Y, WANG D H: Opto-Electronic Engineering, Vol. 37, No. 1 (2010), p.65 (in chinese).

Google Scholar

[14] NJ. Gordon, DJ. Salmond, AFM. Smith: IEEE Proceedings on Radar, Sonar and Navigation, Vol. 140, Issue. 2 (1993), p.107.

Google Scholar

[15] F. Hausdorff: Set Theory (Chelsea Publishing Company, New York 1978).

Google Scholar