Motion detection using periodic background estimation subtraction method

S. T.Syed Shazali; W. L. Cheong; S. Mohamaddan; A. M.N.Abg Kamaruddin; A. Yassin; K. Case

doi:10.1109/CITA.2011.5999523

Motion detection using periodic background estimation subtraction method

S. T.Syed Shazali, W. L. Cheong, S. Mohamaddan, A. M.N.Abg Kamaruddin, A. Yassin, K. Case

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

3 Citations (Scopus)

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.

Original language	English
Title of host publication	2011 7th International Conference on Information Technology in Asia
Subtitle of host publication	Emerging Convergences and Singularity of Forms - Proceedings of CITA'11
DOIs	https://doi.org/10.1109/CITA.2011.5999523
Publication status	Published - 2011
Externally published	Yes
Event	2011 7th International Conference on Information Technology in Asia: Emerging Convergences and Singularity of Forms, CITA'11 - Kuching, Sarawak, Malaysia Duration: 2011 Jul 12 → 2011 Jul 14

Publication series

Name	2011 7th International Conference on Information Technology in Asia: Emerging Convergences and Singularity of Forms - Proceedings of CITA'11

Conference

Conference	2011 7th International Conference on Information Technology in Asia: Emerging Convergences and Singularity of Forms, CITA'11
Country/Territory	Malaysia
City	Kuching, Sarawak
Period	11/7/12 → 11/7/14

Keywords

luminance normalize
motion detection
motion threshold
periodic background estimation
sum of absolute difference

ASJC Scopus subject areas

Computer Networks and Communications
Information Systems

Access to Document

10.1109/CITA.2011.5999523

Cite this

Shazali, S. T. S., Cheong, W. L., Mohamaddan, S., Kamaruddin, A. M. N. A., Yassin, A., & Case, K. (2011). Motion detection using periodic background estimation subtraction method. In 2011 7th International Conference on Information Technology in Asia: Emerging Convergences and Singularity of Forms - Proceedings of CITA'11 [5999523] (2011 7th International Conference on Information Technology in Asia: Emerging Convergences and Singularity of Forms - Proceedings of CITA'11). https://doi.org/10.1109/CITA.2011.5999523

Motion detection using periodic background estimation subtraction method. / Shazali, S. T.Syed; Cheong, W. L.; Mohamaddan, S. et al.
2011 7th International Conference on Information Technology in Asia: Emerging Convergences and Singularity of Forms - Proceedings of CITA'11. 2011. 5999523 (2011 7th International Conference on Information Technology in Asia: Emerging Convergences and Singularity of Forms - Proceedings of CITA'11).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Shazali, STS, Cheong, WL, Mohamaddan, S, Kamaruddin, AMNA, Yassin, A & Case, K 2011, Motion detection using periodic background estimation subtraction method. in 2011 7th International Conference on Information Technology in Asia: Emerging Convergences and Singularity of Forms - Proceedings of CITA'11., 5999523, 2011 7th International Conference on Information Technology in Asia: Emerging Convergences and Singularity of Forms - Proceedings of CITA'11, 2011 7th International Conference on Information Technology in Asia: Emerging Convergences and Singularity of Forms, CITA'11, Kuching, Sarawak, Malaysia, 11/7/12. https://doi.org/10.1109/CITA.2011.5999523

Shazali STS, Cheong WL, Mohamaddan S, Kamaruddin AMNA, Yassin A, Case K. Motion detection using periodic background estimation subtraction method. In 2011 7th International Conference on Information Technology in Asia: Emerging Convergences and Singularity of Forms - Proceedings of CITA'11. 2011. 5999523. (2011 7th International Conference on Information Technology in Asia: Emerging Convergences and Singularity of Forms - Proceedings of CITA'11). doi: 10.1109/CITA.2011.5999523

Shazali, S. T.Syed ; Cheong, W. L. ; Mohamaddan, S. et al. / Motion detection using periodic background estimation subtraction method. 2011 7th International Conference on Information Technology in Asia: Emerging Convergences and Singularity of Forms - Proceedings of CITA'11. 2011. (2011 7th International Conference on Information Technology in Asia: Emerging Convergences and Singularity of Forms - Proceedings of CITA'11).

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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.",

keywords = "luminance normalize, motion detection, motion threshold, periodic background estimation, sum of absolute difference",

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AU - Shazali, S. T.Syed

AU - Cheong, W. L.

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AU - Kamaruddin, A. M.N.Abg

AU - Yassin, A.

AU - Case, K.

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AB - 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.

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KW - sum of absolute difference

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Motion detection using periodic background estimation subtraction method

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Keywords

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