ViBe algorithm based on background fusion and channel calculation

Han He; Zuofeng Zhou; Qingquan Wu

doi:10.1117/12.2689531

10 August 2023 ViBe algorithm based on background fusion and channel calculation

Han He, Zuofeng Zhou, Qingquan Wu

Proceedings Volume 12748, 5th International Conference on Information Science, Electrical, and Automation Engineering (ISEAE 2023); 1274817 (2023) https://doi.org/10.1117/12.2689531
Event: 5th International Conference on Information Science, Electrical and Automation Engineering (ISEAE 2023), 2023, Wuhan, China

Abstract

ViBe (Visual background extractor) algorithm is a motion target detection algorithm by background modeling, uses domain pixels for background modeling and updates the background model in real time. However, the traditional ViBe algorithm will produce disadvantages such as ghosting and shadow part false detection. This paper solves the problem of ghosting by image fusion mechanism, through the characteristics of the shadow itself, using the shadow part of the three-channel variance value for shadow detection and eliminate the shadow. The experiments show that our algorithm can quickly and effectively solve the ghost and shadow problems in the ViBe algorithm

Citation Download Citation

Han He, Zuofeng Zhou, and Qingquan Wu "ViBe algorithm based on background fusion and channel calculation", Proc. SPIE 12748, 5th International Conference on Information Science, Electrical, and Automation Engineering (ISEAE 2023), 1274817 (10 August 2023); https://doi.org/10.1117/12.2689531

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