Title :
Road modelling and vehicle detection by using image processing
Author :
Taktak, R. ; Dufaut, M. ; Husson, R.
Author_Institution :
Centre de Recherche en Autom. de Nancy, Vandoeuvre, France
Abstract :
In this paper, we present methodologies of motion detection using vision system applied to road traffic. The using of mathematical morphology, the studying of perspective influences and signal processing are representing the major innovation of our methodologies. First, we present the state of the art and an initialisation phase which involves road modelling and calibration of the vision system. Secondly, we present methodologies for vehicle detection on highway. After, we present a method to detect then separate tight vehicles. At last, we discuss results and give perspectives and conclusions
Keywords :
image recognition; mathematical morphology; motion estimation; road traffic; road vehicles; traffic engineering computing; image processing; initialisation phase; mathematical morphology; motion detection; perspective; road modelling; road traffic; signal processing; vehicle detection; vision system; vision system calibration; Calibration; Image processing; Machine vision; Morphology; Motion detection; Roads; Signal processing; Technological innovation; Traffic control; Vehicle detection;
Conference_Titel :
Systems, Man, and Cybernetics, 1994. Humans, Information and Technology., 1994 IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
0-7803-2129-4
DOI :
10.1109/ICSMC.1994.400183