Title :
Moving Object Detection and Tracking Based on WADM
Author :
Zuo, Feng-yan ; Gao, Sheng-fa
Author_Institution :
Shandong Libr., Jinan, China
Abstract :
In order to solve the problem of slowly moving object detection and tracking, this paper proposes a new weighted accumulative difference method and works out a weights setting algorithm to fast detect the slowly moving object. We obtain the interest points from the moving area detected, then fix the matching range with the maximum velocity principle and work out a non-retrospective mismatch detection algorithm with the consistency principle. These methods upwards can enhance the efficiency and precision of our tracking system.
Keywords :
object detection; target tracking; consistency principle; interest points; maximum velocity principle; moving object detection; object tracking; retrospective mismatch detection algorithm; weighted accumulative difference method; Aerospace control; Automatic control; Background noise; Computer science; Detection algorithms; Educational institutions; Image motion analysis; Image sequences; Libraries; Object detection;
Conference_Titel :
Computer Network and Multimedia Technology, 2009. CNMT 2009. International Symposium on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5272-9
DOI :
10.1109/CNMT.2009.5374584