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Research on Improved Adaptive ViBe Algorithm For Vehicle Detection Cover
By: Kun Jiang and  Jianguo Wang  
Open Access
|Jan 2020

Figures & Tables

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%
Language: English
Page range: 11 - 17
Published on: Jan 27, 2020
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2020 Kun Jiang, Jianguo Wang, published by Xi’an Technological University
This work is licensed under the Creative Commons Attribution 4.0 License.