DocumentCode
3579265
Title
Hybrid algorithm for alphanumeric character recognition for vehicles using LabVIEW
Author
Singh, Paramvir ; Kaur, Rashpinder
Author_Institution
School of Electronics and Electrical Engineering, Chitkara University Rajpura, Punjab, India
fYear
2014
Firstpage
1
Lastpage
6
Abstract
An efficient approach to recognize alphanumeric characters from different type of images using hybrid algorithm has been used in this paper. This algorithm can recognize characters from 90 percent blurred image whose blurredness has removed by using convolution operation. The algorithm is implemented using vision and motion toolkit of LabVIEW software. The real time images of license plates whose information got distorted under different environmental conditions and blurred images are employed for various processing operations e.g. image enhancement, filtering, segmentation. This algorithm has been tested on the license plates of various cars to isolate and identify the characters. The performance of algorithm has shown accurate results.
Keywords
Algorithm design and analysis; Character recognition; Image recognition; Image segmentation; Licenses; Optical character recognition software; Optical filters; alphanumeric characters; character recognition; image processing; license plate; thresholding;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Computing Research (ICCIC), 2014 IEEE International Conference on
Print_ISBN
978-1-4799-3974-9
Type
conf
DOI
10.1109/ICCIC.2014.7238469
Filename
7238469
Link To Document