Title :
A Recognition Algorithm for Similar Characters on License Plates Based on Improved CNN
Author :
Shanshan Li;Yimin Li
Author_Institution :
Fac. of Inf. Eng. &
Abstract :
A recognition algorithm for similar characters on license plates based on convolution neural networks (CNN) is proposed in this study to improve the recognition rate in a complex environment. The algorithm adopts the improved CNN to recognize similar letters and numbers in license plate images. Experimental results suggest that the improved CNN may improve the recognition rate and speed of similar characters on license plates.
Keywords :
"Licenses","Character recognition","Training","Neural networks","Classification algorithms","Convolution","Image recognition"
Conference_Titel :
Computational Intelligence and Security (CIS), 2015 11th International Conference on
