TY - GEN
T1 - Moving object detection based on image bit-planes and co-occurrence matrix in video surveillance
AU - Muchtar, Kahlil
AU - Yeh, Chia Hung
AU - Jian, Zhi Yao
AU - Lin, Chih Yang
AU - Lin, Wei Yang
AU - Huang, Wan Jen
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2017/7/25
Y1 - 2017/7/25
N2 - The development of moving object detection systems has become of great interest in the video surveillance field. Although many foreground detection methods have been proposed, the problems of incomplete object shapes and misclassified shadow regions remain. We propose a new approach by combining bit-planes representation with gray-level co-occurrence matrix (GLCM). This allows the system to exploit the motion history and remove the shadow, respectively. As shown by experiments in Section 3, our approach is efficient and robust for detecting moving objects in real-time.
AB - The development of moving object detection systems has become of great interest in the video surveillance field. Although many foreground detection methods have been proposed, the problems of incomplete object shapes and misclassified shadow regions remain. We propose a new approach by combining bit-planes representation with gray-level co-occurrence matrix (GLCM). This allows the system to exploit the motion history and remove the shadow, respectively. As shown by experiments in Section 3, our approach is efficient and robust for detecting moving objects in real-time.
UR - http://www.scopus.com/inward/record.url?scp=85028502156&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85028502156&partnerID=8YFLogxK
U2 - 10.1109/ICCE-China.2017.7990965
DO - 10.1109/ICCE-China.2017.7990965
M3 - Conference contribution
AN - SCOPUS:85028502156
T3 - 2017 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2017
SP - 1
EP - 2
BT - 2017 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2017
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 4th IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2017
Y2 - 12 June 2017 through 14 June 2017
ER -