A Moving Object Detection Method Based on Improved Three-frame Difference Algorithm and Edge Information

DOI

10.2991/ameii-15.2015.51How to use a DOI?

Keywords

Moving Object Detection; Improvement of Three-frame Difference Algorithm; Edge Extraction; OTSU; Morphological Processing

Abstract

The moving object detection for expressways plays a significant role in intelligent transportation. A moving object detection approach of that is proposed, which combines the improved three frame difference with edge information. For obtain the marginal information of images, first the moving object’s marginal information should be extracted by Sobel operator, and then compares with the results of the improved three frame difference. Finally, a completed detection area of moving object will be dealt with by the OTSU threshold segmentation algorithm and morphology. The experimental result has verified this approach can effectively improve the blank and false edge phenomenon which can be found in the traditional one. Not only that, this approach has less calculation, high real-time ability and great stability.

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  - Liping Zhang
AU  - Zhongkai Shao
AU  - JianDe Wu
AU  - XiaoDong Wang
PY  - 2015/04
DA  - 2015/04
TI  - A Moving Object Detection Method Based on Improved Three-frame Difference Algorithm and Edge Information
BT  - Proceedings of the International Conference on Advances in Mechanical Engineering and Industrial Informatics
PB  - Atlantis Press
SP  - 279
EP  - 284
SN  - 2352-5401
UR  - https://doi.org/10.2991/ameii-15.2015.51
DO  - 10.2991/ameii-15.2015.51
ID  - Zhang2015/04
ER  -