DocumentCode
2278833
Title
Vehicle detection and classification based on morphological technique
Author
Ranga, H T Pandu ; Ravi Kiran, M. ; Raja Shekar, S. ; Naveen Kumar, S.K.
Author_Institution
Dept. of ECE, Govt. Eng. Coll. Hassan, Hassan, India
fYear
2010
fDate
15-17 Dec. 2010
Firstpage
45
Lastpage
48
Abstract
Detection and classification of vehicles is very essential for the purpose of traffic control and management. We propose efficient algorithm based on image processing using top view of vehicles according to their size. The algorithm is based on different techniques including image differencing, thresholding, edge detection and binary morphological process. Our work is simulated with the help of very strong scientific tool Matlab. In the present work we achieved a satisfactory result for vehicle detection and classification.
Keywords
edge detection; image processing; pattern classification; road vehicles; traffic engineering computing; edge detection; image processing; morphological technique; scientific tool Matlab; traffic control; vehicle classification; vehicle detection; Cameras; Classification algorithms; Image edge detection; Roads; Vehicle detection; Vehicles; Image Processing; edge detection; morphological process; thresholding; vehicle detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal and Image Processing (ICSIP), 2010 International Conference on
Conference_Location
Chennai
Print_ISBN
978-1-4244-8595-6
Type
conf
DOI
10.1109/ICSIP.2010.5697439
Filename
5697439
Link To Document