Title :
Traffic flow detection based on scene knowledge
Author :
Wu, Youfu ; Wu, Jun ; Peng, Lianggang ; Wu, Jing
Author_Institution :
Guizhou Univ. for Nat., Guiyang, China
Abstract :
Traffic flow detection is the advanced stage in the intelligence surveillance. In this paper, we first parameterize the scene knowledge (as lane etc.) using Radon transform and Polynomial fitting to boundary of road. The features of Hu moment were used for tracking the moving objects; the scene knowledge and the fictitious coil were cited for analyzing the traffic flow of moving objects. The experimental results show that our algorithms are effectives.
Keywords :
Radon transforms; object tracking; polynomials; road traffic; traffic engineering computing; video surveillance; Hu moment; Radon transform; fictitious coil; intelligence surveillance; moving object tracking; polynomial fitting; scene knowledge; traffic flow detection; Coils; Feature extraction; Fitting; Object detection; Polynomials; Roads; Transforms; Fictitious coil; Hu Moment; Radon Transform; Traffic Flow;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
Conference_Location :
Sichuan
Print_ISBN :
978-1-4673-0025-4
DOI :
10.1109/FSKD.2012.6233982