Moving target detection algorithm: Improved-Vibe
- 10.2991/ameii-15.2015.171How to use a DOI?
- Background Modeling; Motion Detection; Ghost Processing; Shadow Suppression
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.
- © 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 -