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Title: Motion detection using periodic background estimation subtraction method
Authors: Syed Shazali, Syed Tarmizi
Cheong, W.L.
Mohamaddan, Shahrol
Kamaruddin, A.M.N. Abg
Yassin, A.
Case, Keith
Keywords: Motion detection
Periodic background estimation
Sum of absolute difference
Motion threshold
Luminance normalize
Issue Date: 2011
Publisher: © IEEE
Citation: SYED SHAZALI, S.T. ... et al, 2011. Motion detection using periodic background estimation subtraction method. Proceedings of the 7th International Conference on Information Technology in Asia (CITA 2011), Kuching, Sarawak, Malaysia, 12-13 July 2011, pp.231-234.
Abstract: This paper proposed a motion detection system using periodic background estimation subtraction method for outdoor illumination condition using MATLAB. The proposed method is robust to illumination change effect, change in background and noise. The method basically used background subtraction. The background image is estimated at every 0.8 second when the sum of absolute difference (SAD) is less than the motion threshold. The input image is luminance normalize before background subtraction. The results were converted into binary image by autothreshold and enhanced the results with dilation and erosion. Blobs were created for each motion objects. Experiment results of using background image estimated by periodic background estimation demonstrate their robustness and effectiveness in background subtraction for real world scene.
Description: © 2011 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Sponsor: Universiti Malaysia Sarawak (UNIMAS) under Fundamental Research Grant Scheme (FRGS)
Version: Accepted for publication
DOI: 10.1109/CITA.2011.5999523
URI: https://dspace.lboro.ac.uk/2134/32059
Publisher Link: https://doi.org/10.1109/CITA.2011.5999523
ISBN: 9781612841281
Appears in Collections:Conference Papers and Presentations (Mechanical, Electrical and Manufacturing Engineering)

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