International Journal of Advance Computational Engineering and Networking (IJACEN)
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Statistics report
Feb. 2020
Submitted Papers : 80
Accepted Papers : 10
Rejected Papers : 70
Acc. Perc : 12%
Issue Published : 83
Paper Published : 1216
No. of Authors : 3056
  Journal Paper

Paper Title
Review of Computer Vision-Based Vehicle Tracking Applications and Techniques

Abstract
Video processing techniques provide a reliable, efficient, and scalable approach to different traffic applications due to their low deployment and maintenance cost as well as the capacity of wide area coverage. In computer vision, motion tracking refers to the task of estimating the location of a single or multiple moving object over the time in a sequence of images captured by a video camera. Vehicle tracking, in general, is a challenging task, due to the change of vehicle motion, appearance, occlusions, and camera motion. Hence, the aim of this paper is to review of the existing range of video processing applications for traffic monitoring and safety, which include: traffic density detection and vehicle counting, automated recognition of license plate characters, and video analysis for anomaly and on-road incident detection. Moreover, to review the current state of the art tracking methods, including vehicle tracking and traffic surveillance applications based on Kalman filter-based tracking. In this paper, we categorise vehicle tracking methods into three categories: Feature-based method, Kernel-based method, and Silhouette-Based method. Keywords - Tracking, Kalman Filter, Mean Shift, Vehicle Tracking,


Author - Rami Alkhawaji, Mohamed Sedky, Abdel-Hamid Soliman

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| Published on 2019-06-24
   
   
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