TY - GEN
T1 - Improved difference method for fast-moving object recognition in complex background
AU - Li, Xiaoping
AU - Ren, Xulong
AU - Song, Ye
AU - Liu, Qiongxin
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2014/5/11
Y1 - 2014/5/11
N2 - Aiming at the problem that it is difficult to identify the fast moving objects in complex background, the paper proposes a method that establishes the inter-frame background sequence, and then multiply the pixel grayscale in the difference image. It defines constraint rules for public background image, gets moving target region with higher-order cumulant and block grayscale, and further highlights the edges of moving objects, largely eliminating the natural environment noise from lighting, scene and shooting angle changes. Experimental results show that this method can maintain real-time tracking of moving objects, identify non-overlapping moving targets, and provide the basis for subsequent target analysis.
AB - Aiming at the problem that it is difficult to identify the fast moving objects in complex background, the paper proposes a method that establishes the inter-frame background sequence, and then multiply the pixel grayscale in the difference image. It defines constraint rules for public background image, gets moving target region with higher-order cumulant and block grayscale, and further highlights the edges of moving objects, largely eliminating the natural environment noise from lighting, scene and shooting angle changes. Experimental results show that this method can maintain real-time tracking of moving objects, identify non-overlapping moving targets, and provide the basis for subsequent target analysis.
KW - block grayscale
KW - difference multiplication
KW - higher-order cumulants
UR - https://www.scopus.com/pages/publications/84983134849
U2 - 10.1109/ICITEC.2014.7105588
DO - 10.1109/ICITEC.2014.7105588
M3 - Conference contribution
AN - SCOPUS:84983134849
T3 - Proceedings of 2nd International Conference on Information Technology and Electronic Commerce, ICITEC 2014
SP - 137
EP - 140
BT - Proceedings of 2nd International Conference on Information Technology and Electronic Commerce, ICITEC 2014
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2nd International Conference on Information Technology and Electronic Commerce, ICITEC 2014
Y2 - 20 December 2014 through 21 December 2014
ER -