Min’an Tang, Chenyu Wang. Moving Object Detection in Static Scene Based on Improved ViBe Algorithm[J]. Laser & Optoelectronics Progress, 2021, 58(14): 1410011
- Laser & Optoelectronics Progress
- Vol. 58, Issue 14, 1410011 (2021)
Fig. 1. Schematic of pixel classification
Fig. 2. Process of background modeling
Fig. 3. Flow chart of improved ViBe algorithm
Fig. 4. Detection results of three algorithms. (a) Video frames; (b) ViBe algorithm; (c) ViBe algorithm combined with three-frame difference; (d) proposed algorithm
Fig. 5. Detection results of moving object. (a) Video frames; (b) ground truth; (c) ViBe algorithm; (d) Gaussianmixture model; (e) Ref. [22]; (f) proposed algorithm
Fig. 6. Performance polylines of each algorithm. (a) P;(b) R;(c) F-measure;(d) average time
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Table 1. Evaluation index of different algorithms
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