Target Detection Via Combining Canny Operator With Vibe Method

DOI

10.2991/isci-15.2015.99How to use a DOI?

Keywords

Vibe Method; Body Contour; Motion Recognition

Abstract

Due to the complexity of human motion, the target detection results by using traditional ViBe algorithm are not so satisfactory. Therefore, this paper proposes a method to deal with the target detection issue by fusing an improved Canny operator with Vibe algorithm. Specifically, the ViBe algorithm is utilized to achieve the initial foreground region of a moving object; then, the improved Canny operator is applied to extract the edge information of a moving object; finally, the extracted foreground region and edge information are fused to obtain more accurate foreground region. The experimental results performed on KTH human behavior database demonstrate the effectiveness of the proposed scheme.

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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TY  - CONF
AU  - Lingling Chen
AU  - Songhao Zhu
AU  - Xiangxiang Li
PY  - 2015/01
DA  - 2015/01
TI  - Target Detection Via Combining Canny Operator With Vibe Method
BT  - Proceedings of the 2015 International Symposium on Computers & Informatics
PB  - Atlantis Press
SP  - 742
EP  - 749
SN  - 2352-538X
UR  - https://doi.org/10.2991/isci-15.2015.99
DO  - 10.2991/isci-15.2015.99
ID  - Chen2015/01
ER  -