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All Journal International Journal of Electrical and Computer Engineering
Ismail Rakip Karas
Demir Celik Campus
Computer Science & IT Electrical & Electronics Engineering

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A new method for vehicles detection and tracking using information and image processing Mazouzi Amine; Kerfa Djoudi; Ismail Rakip Karas
International Journal of Electrical and Computer Engineering (IJECE) Vol 11, No 6: December 2021
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijece.v11i6.pp4942-4949

Abstract

In this article, a new method of vehicles detecting and tracking is presented: A thresholding followed by a mathematical morphology treatment are used. The tracking phase uses the information about a vehicle. An original labeling is proposed in this article. It helps to reduce some artefacts that occur at the detection level. The main contribution of this article lies in the possibility of merging information of low level (detection) and high level (tracking). In other words, it is shown that many artefacts resulting from image processing (low level) can be detected, and eliminated thanks to the information contained in the labeling (high level). The proposed method has been tested on many video sequences and examples are given illustrating the merits of our approach.
Co-Authors Kerfa Djoudi Mazouzi Amine