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Research of Moving Target Tracking Algorithms in Video Surveillance System

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Advances in Intelligent Systems and Interactive Applications (IISA 2017)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 686))

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Abstract

Although the target tracking is a difficult problem in the field of computer vision, it has a bright development prospect with the continuous development of video surveillance technology, and it adopts many kinds of algorithms whose effects are various. Based on the bibliography, the thesis introduces four kinds of tracking algorithms and analyzes their advantages and limitations. Adopting two or more algorithms, it can take the tracking research and also can improve the accuracy and efficiency of target tracking. Finally, it summarizes the problems and research trends of target tracking which need to be improved and also raise the prospective future of tracking algorithms.

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References

  1. Xu, H.: Research of moving target tracking algorithms in video surveillance system. TV Technol. 38(19), 202–206 (2014)

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  2. Gao, Y.: Research on key technologies of high efficient video object tracking in complex scenes. Doctoral thesis, Yunnan University, December 2014

    Google Scholar 

  3. Xiao, J., Chen, X., Ding, L.: An improved mean shift moving target tracking algorithm. Inf. Technol. 127–130, January 2017

    Google Scholar 

  4. Li, J.: Detection and tracking of moving objects in complex background. Doctoral thesis, Hefei University of Technology, Hefei, April 2015

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  5. Zhang, Y., Zeng, Y., Zhang, Y.: Multiple target tracking based on mean shift and filtering, 10–13, December 2016

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  6. Shi, Z.: Research on moving object detection and tracking in video sequences. Master thesis, Xi’an Electronic and Science University, March 2014

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  7. Jiang, S., Zhang, R., Han, G., et al.: Multiple feature fusion moving object tracking in complex background gray image. Chin. Opt. 3, 320–328

    Google Scholar 

  8. Gao, R.: Research on moving object detection and tracking algorithm in intelligent video surveillance. Master thesis, Nanjing University of Aeronautics and Astronautics, Nanjing, March 2014

    Google Scholar 

  9. Wang, H.: Detection and tracking of moving objects in complex scenes. Doctoral thesis, Beijing Institute of Technology, June 2015

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Correspondence to Xu Lei .

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Lei, X., Yueping, P., Man, L. (2018). Research of Moving Target Tracking Algorithms in Video Surveillance System. In: Xhafa, F., Patnaik, S., Zomaya, A. (eds) Advances in Intelligent Systems and Interactive Applications. IISA 2017. Advances in Intelligent Systems and Computing, vol 686. Springer, Cham. https://doi.org/10.1007/978-3-319-69096-4_27

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  • DOI: https://doi.org/10.1007/978-3-319-69096-4_27

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-69095-7

  • Online ISBN: 978-3-319-69096-4

  • eBook Packages: EngineeringEngineering (R0)

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