Proceedings of the International Conference on Advances in Mechanical Engineering and Industrial Informatics

Moving target detection algorithm: Improved-Vibe

Authors
Yuntao Dou, Zhenghua Liu, Le Chang, Jianping Huang
Corresponding Author
Yuntao Dou
Available Online April 2015.
DOI
10.2991/ameii-15.2015.171How to use a DOI?
Keywords
Background Modeling; Motion Detection; Ghost Processing; Shadow Suppression
Abstract

Vibealgorithm initializes the background model very quickly by using the first frame.However, when the target has been in the first frame, the ghostwill be produced with the initialization.And the original Vibe algorithm has no special inhibition about it.In addition, the shadow of the moving target will be detected as a goal, which will influence the accuracy of detection.In order to solve these problems, this paper presents an improved algorithm to inhibit the ghost and shadows.If a pixelis judged as a foreground pixel for many times, it will be compared with the pixel which is the closest one of it, and judged whether they are belong to the same area. Besides, this paper uses a fusion method based on LBP operator and gray space to delete the shadow. Experimental results show that the Improved-Vibe algorithm can absorb the ghost quickly and reduce the influence of shadow compared with the original Vibe algorithm.

Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the International Conference on Advances in Mechanical Engineering and Industrial Informatics
Series
Advances in Engineering Research
Publication Date
April 2015
ISBN
978-94-62520-69-1
ISSN
2352-5401
DOI
10.2991/ameii-15.2015.171How to use a DOI?
Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Yuntao Dou
AU  - Zhenghua Liu
AU  - Le Chang
AU  - Jianping Huang
PY  - 2015/04
DA  - 2015/04
TI  - Moving target detection algorithm: Improved-Vibe
BT  - Proceedings of the International Conference on Advances in Mechanical Engineering and Industrial Informatics
PB  - Atlantis Press
SP  - 920
EP  - 925
SN  - 2352-5401
UR  - https://doi.org/10.2991/ameii-15.2015.171
DO  - 10.2991/ameii-15.2015.171
ID  - Dou2015/04
ER  -