Djalalov, M. and Nisar, H. and Salih, Y. and Malik, A.S. (2010) An algorithm for vehicle detection and tracking. In: UNSPECIFIED.
Full text not available from this repository.Abstract
In this paper, we propose a vehicle detection and tracking algorithm. The detection is done using the median filtering and blob extraction. Median filtering is used for background extraction which is later subtracted from the motion frames for object detection. Morphological operators are employed for blob extraction. Hence, object detection is achieved using median filtering and morphological closing operation. Kalman filtering is used for object tracking which uses location of blobs. One of the advantages of this system is that each vehicle in the frame is classified into different color boxes. We present preliminary research results that will finally lead to the identification of the tracked vehicle.
Item Type: | Conference or Workshop Item (UNSPECIFIED) |
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Additional Information: | cited By 9; Conference of 2010 International Conference on Intelligent and Advanced Systems, ICIAS 2010 ; Conference Date: 15 June 2010 Through 17 June 2010; Conference Code:84196 |
Uncontrolled Keywords: | Background extraction; Background subtraction; Blob extraction; Kalman-filtering; Median filtering; Morphological closing operation; Morphological operator; Motion frame; Object Detection; Object Tracking; Research results; Vehicle detection; Vehicle tracking, Algorithms; Kalman filters; Mathematical operators; Object recognition; Tracked vehicles; Video cameras, Tracking (position) |
Depositing User: | Mr Ahmad Suhairi UTP |
Date Deposited: | 09 Nov 2023 15:49 |
Last Modified: | 09 Nov 2023 15:49 |
URI: | https://khub.utp.edu.my/scholars/id/eprint/963 |