Laser & Optoelectronics Progress, Volume. 57, Issue 16, 161006(2020)

Improved ViBe Moving Object Detection Algorithm to Eliminate Ghost and Shadow

Pengxiang Cui* and Fengqin Yu
Author Affiliations
  • School of Internet of Things Engeneering, Jiangnan University, Wuxi, Jiangsu 214122, China
  • show less
    References(12)

    [1] [1] BarnichO, van DroogenbroeckM. ViBe: a powerful random technique to estimate the background in video sequences[C]∥2009 IEEE International Conference on Acoustics, April 19-24, 2009, Taipei, Taiwan, China. New York: IEEE Press, 2009: 945- 948.

    [3] Liu C, Zhai Z Q. Moving target detection algorithm with improved ViBe[J]. Transducer and Microsystem Technologies, 36, 123-126(2017).

    [4] Zhou X Q, Liu X F, Jiang A M et al. Improving video segmentation by fusing depth cues and the visual background extractor (ViBe) algorithm[J]. Sensors, 17, 1177(2017).

    [6] Chen R, Li P, Huang Y. Moving shadow removal algorithm based on multi-feature fusion[J]. Computer Science, 45, 291-295(2018).

    [7] Huang W, Fu L Q, Wang C. Texture-preserving shadow removal algorithm based on gradient domain[J]. Journal of Computer Applications, 33, 2317-2319, 2324(2013).

    [9] Zhang P, Yang Y X. Multiple information fusion of video moving target shadow removal algorithm[J]. Video Engineering, 40, 59-64, 126(2016).

    [10] Liang L, Liu H, Dong C Y et al. Shadow removal algorithm by combining gradient of the brightness ratio and color features[J]. Journal of Chinese Computer Systems, 40, 802-807(2019).

    [11] van Droogenbroeck M, Paquot O. Background subtraction: Experiments and improvements for ViBe. [C]∥2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, June 16-21, 2012, Providence, RI, USA. New York: IEEE, 32-37(2012).

    [12] Hofmann M, Tiefenbacher P, Rigoll G. Background segmentation with feedback: The pixel- based adaptive segmenter. [C]∥ 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, June 16-21, 2012, Providence, RI, USA. New York: IEEE, 38-43(2012).

    Tools

    Get Citation

    Copy Citation Text

    Pengxiang Cui, Fengqin Yu. Improved ViBe Moving Object Detection Algorithm to Eliminate Ghost and Shadow[J]. Laser & Optoelectronics Progress, 2020, 57(16): 161006

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Image Processing

    Received: Nov. 22, 2019

    Accepted: Jan. 6, 2020

    Published Online: Aug. 5, 2020

    The Author Email: Cui Pengxiang (2858197960@qq.com)

    DOI:10.3788/LOP57.161006

    Topics