Title :
Car Plate Recognition System
Author :
Jiang, Dening ; Mekonnen, Tulu Muluneh ; Merkebu, Tiruneh Embiale ; Gebrehiwot, Ashenafi
Author_Institution :
Sch. of Electron. Eng., Tianjing Univ. of Technol. & Educ., Tianjin, China
Abstract :
This paper presents about car plate recognition system. It describes, design algorithm and future of implementation. The system has color image inputs of a car and the output has the registration number of that car. The system has three main steps to get the desired information. Those are plate localization, character segmentation and character recognition. First, the number of plate is extracted from the original image, then the characters from it are isolated, and finally each character is recognized. The algorithms were developed using a set of training images. The final program is capable of extracting the desired information in a high percentage of the test images. This project develops by using MATLAB 2008a.
Keywords :
automobiles; feature extraction; image colour analysis; image segmentation; optical character recognition; MATLAB 2008a; car plate recognition system; character recognition; character segmentation; color image inputs; plate information extraction; plate localization; test images; training images; Character recognition; Image edge detection; Image segmentation; Licenses; Vehicles; character recognition; character segmentation; edge detection; morphological image processing and object enhancement; plate localization and extraction;
Conference_Titel :
Intelligent Networks and Intelligent Systems (ICINIS), 2012 Fifth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4673-3083-1
DOI :
10.1109/ICINIS.2012.55
