<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>This paper mainly studies the background difference method in the field of intelligent traffic, proposes a background modeling method base on frame difference, and compares it with the statistical average background model and Gaussian distribution background modeling method. vehicle contour obtained by the morphological method. Finally, experiments were carried out on 4 normal road traffic surveillance videos, the effective detection rate used in this paper reaches 93.75%, which has a certain degree of application. The algorithm model need to be further tested in more complex weather and different road conditions.</p>
</abstract>

This paper mainly studies the background difference method in the field of intelligent traffic, proposes a background modeling method base on frame difference, and compares it with the statistical average background model and Gaussian distribution background modeling method. vehicle contour obtained by the morphological method. Finally, experiments were carried out on 4 normal road traffic surveillance videos, the effective detection rate used in this paper reaches 93.75%, which has a certain degree of application. The algorithm model need to be further tested in more complex weather and different road conditions.

Research on Vehicle Detection Method Based on Background Modeling

International Journal of Advanced Network, Monitoring and Controls

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

{"article-title":"Research on Vehicle Detection Method Based on Background Modeling"}

This paper mainly studies the background difference method in the field of intelligent traffic, proposes a background modeling method base on frame difference,...

Research on Vehicle Detection Method Based on Background Modeling

Published Online: May 07, 2018

Page range: 6 - 9

DOI: https://doi.org/10.21307/ijanmc-2018-047

Keywords
Vehicle Detection, Background Modeling, Inter-frame Difference, Morphological Method

© 2018 Zhichao Lian et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Figure 1.

TABLE I.

Research on Vehicle Detection Method Based on Background Modeling

Published Online: May 07, 2018

Page range: 6 - 9

DOI: https://doi.org/10.21307/ijanmc-2018-047

KeywordsVehicle Detection, Background Modeling, Inter-frame Difference, Morphological Method

© 2018 Zhichao Lian et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Figure 1.

TABLE I.

Keywords
Vehicle Detection, Background Modeling, Inter-frame Difference, Morphological Method