Title :
A method for multiple morph targets tracking based on region growing
Author :
Chen, Heng-xin ; Fang, Bin ; Tang, Yuan-yan
Author_Institution :
Chongqing Univ., Chongqing
Abstract :
It is very important to count passengers who get on and get off for scheduling bus effectively. The tracking methods based on target shape and feature points can not be adopted to this case, because the target shapes keep changing from time to time randomly and even appear partially in field of vision captured. Based on difference image and region growing, a new method is proposed in this paper for tracking the multiple moving targets whose shapes are variable. The result of experiment shows that the method is able to count passengers with preferable accuracy in real-time application.
Keywords :
feature extraction; image morphing; target tracking; feature point tracking; multiple morph targets tracking; real-time application; target shape tracking; Cameras; Color; Notice of Violation; Object detection; Pattern analysis; Pattern recognition; Shape; Streaming media; Target tracking; Wavelet analysis; difference image; morph target tracking; multiple targets tracking; region growing;
Conference_Titel :
Wavelet Analysis and Pattern Recognition, 2007. ICWAPR '07. International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-1065-1
Electronic_ISBN :
978-1-4244-1066-8
DOI :
10.1109/ICWAPR.2007.4420662