Title :
New method for optimization of license plate recognition system with use of edge detection and connected component
Author :
Azad, Romana ; Shayegh, Hamid Reza
Author_Institution :
Electr. & Comput. Eng. Dept., Shahid Rajaee Teacher Training Univ., Tehran, Iran
fDate :
Oct. 31 2013-Nov. 1 2013
Abstract :
License Plate recognition plays an important role on the traffic monitoring and parking management systems. In this paper, a fast and real time method has been proposed which has an appropriate application to find tilt and poor quality plates. In the proposed method, at the beginning, the image is converted into binary mode using adaptive threshold. Then, by using some edge detection and morphology operations, plate number location has been specified. Finally, if the plat has tilt, its tilt is removed away. This method has been tested on another paper data set that has different images of the background, considering distance, and angel of view so that the correct extraction rate of plate reached at 98.66%.
Keywords :
edge detection; mathematical morphology; optimisation; real-time systems; traffic engineering computing; adaptive threshold; angel of view; binary mode; connected component; edge detection; license plate recognition system; morphology operations; optimization; parking management systems; plate number location; real time method; traffic monitoring; Character recognition; Computers; Image edge detection; Licenses; Morphology; Vehicles; Adaptive thresholding; connected component; edge detection; license plate recognition; plates correction;
Conference_Titel :
Computer and Knowledge Engineering (ICCKE), 2013 3th International eConference on
Conference_Location :
Mashhad
Print_ISBN :
978-1-4799-2092-1
DOI :
10.1109/ICCKE.2013.6682800
