Title :
A real-time algorithm of dynamic background extraction in image sequence
Author_Institution :
Sch. of Comput. Sci., Southwest Univ. of Sci. & Technol., Mianyang, China
Abstract :
A fast and precise obtainment of static background in image sequence is key step in monitor control system. A real-time algorithm of dynamic extraction for static background is put forward by means of the characteristics in environment and moving objects with static background. Large amounts of experimental results demonstrate that the algorithm has the properties of rapidity, simplicity, applicability and a small dependence with weather.
Keywords :
image motion analysis; image sequences; dynamic background extraction; image sequence; monitor control system; real-time algorithm; static background; weather; Cameras; Change detection algorithms; Control systems; Equations; Heuristic algorithms; Image sequences; Monitoring; Object detection; Partitioning algorithms; Real time systems; background; difference algorithm; image sequence; texture characteristic;
Conference_Titel :
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location :
Guangzhou, China
Print_ISBN :
0-7803-9091-1
DOI :
10.1109/ICMLC.2005.1527823
