TY - GEN
T1 - Motion detection using periodic background estimation subtraction method
AU - Shazali, S. T.Syed
AU - Cheong, W. L.
AU - Mohamaddan, S.
AU - Kamaruddin, A. M.N.Abg
AU - Yassin, A.
AU - Case, K.
PY - 2011
Y1 - 2011
N2 - 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.
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.
KW - luminance normalize
KW - motion detection
KW - motion threshold
KW - periodic background estimation
KW - sum of absolute difference
UR - http://www.scopus.com/inward/record.url?scp=80053000502&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=80053000502&partnerID=8YFLogxK
U2 - 10.1109/CITA.2011.5999523
DO - 10.1109/CITA.2011.5999523
M3 - Conference contribution
AN - SCOPUS:80053000502
SN - 9781612841304
T3 - 2011 7th International Conference on Information Technology in Asia: Emerging Convergences and Singularity of Forms - Proceedings of CITA'11
BT - 2011 7th International Conference on Information Technology in Asia
T2 - 2011 7th International Conference on Information Technology in Asia: Emerging Convergences and Singularity of Forms, CITA'11
Y2 - 12 July 2011 through 14 July 2011
ER -