Journal of Applied Optics, Volume. 43, Issue 3, 444(2022)

Improved ViBe algorithm based on adaptive threshold and dynamic update factor

Wei CHEN1... Yu LIU1, Hongtao LI1, Jing SUN2 and Ning YAN1 |Show fewer author(s)
Author Affiliations
  • 1Xi'an Institute of Applied Optics, Xi'an 710065, China
  • 2School of Mechanical and Material Engineering, Xi'an University, Xi'an 710065, China
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    References(7)

    [4] [4] SHAHBAZ A, HARIYONO J, JO K H. Evaluation of background subtraction algithms f video surveillance[C]2015 21st KeaJapan Joint Wkshop on Frontiers of Computer Vision. USA: IEEE, 2015: 14.

    [5] N SINGLA. Motion detection base on frame difference method. International Journal of Information & Computation Technology, 4, 1559-1565(2014).

    [6] X LIU, G ZHAO, J YAO, et al. Background subtraction based on low-rank and structured sparse decomposition. IEEE Transactions on Image Processing, 24, 2502-2514(2015).

    [12] [12] ELGAMMAL A M , HARWOOD D, DAVIS L S. Nonparametric model f background subtraction[C]Proceeding of the European Conference on Computer Vision. Dublin: Springer, 2000: 751767.

    [13] [13] BARNICH O, DROOGENBROECK M V. ViBE: A powerful rom technique to estimate the background in video sequences[C]Proceedings of 2009 IEEE International Conference on Acoustics, Speech Signal Processing. USA: IEEE, 2009: 945948.

    [16] [16] GOYETTE N, JODOIN P M, F PIKLI, et al. Changedetection. : a new change detection benchmark dataset[C]Proceedings of IEEE Computer Society Conference on Computer Vision Pattern Recognition Wkshops. USA: IEEE, 2012: 18.

    [17] Ling LIU, Guohua CHAI, Zhong QU. Moving target detection based on improved ghost suppression and adaptive visual background extraction. Journal of Central South University, 28, 747-759(2021).

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    Wei CHEN, Yu LIU, Hongtao LI, Jing SUN, Ning YAN. Improved ViBe algorithm based on adaptive threshold and dynamic update factor[J]. Journal of Applied Optics, 2022, 43(3): 444

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    Paper Information

    Category: OE INFORMATION ACQUISITION AND PROCESSING

    Received: Oct. 18, 2021

    Accepted: --

    Published Online: Jun. 7, 2022

    The Author Email:

    DOI:10.5768/JAO202243.0302004

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