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Research on Improved Adaptive ViBe Algorithm For Vehicle Detection


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Figure 1.

ViBe background model.
ViBe background model.

Figure 2.

Improved ViBe algorithm of three frame difference method.
Improved ViBe algorithm of three frame difference method.

Figure 3.

Comparison between the algorithm in this paperand the traditional target detection algorithm.
Comparison between the algorithm in this paperand the traditional target detection algorithm.

Figure 4.

Ghost elimination speed.
Ghost elimination speed.

EVALUATION RESULTS OF VEHICLE INSPECTION

GMMThree frame differenceOriginal vibeImproved ViBe
Recall72.1%70.0%80.5%87.1%
Precision91.2%83.1%90.2%92.3%
F180.1%80.0%85.1%90.0%
eISSN:
2470-8038
Idioma:
Inglés
Calendario de la edición:
4 veces al año
Temas de la revista:
Computer Sciences, other