Chinese License Plate Recognition Using a Convolutional Neural Network

Authors:
Zhihong Zhao;Shaopu Yang;Xinna Ma
Affiliations:
-;-;-
Venue:
PACIIA '08 Proceedings of the 2008 IEEE Pacific-Asia Workshop on Computational Intelligence and Industrial Application - Volume 01
Year:
2008

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Cited 1

Character recognition of license plate number using convolutional neural network

IVIC'11 Proceedings of the Second international conference on Visual informatics: sustaining research and innovations - Volume Part I

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Abstract

In this paper, a new method was introduced in the Chinese license plate recognition. We propose a convolutional neural network architecture designed to recognize license plate directly from pixel images with no preprocessing. We present the image transformation applied on the original license plate to increase the training database. We also provide experimental results to demonstrate the robustness of our approach and the recognition rate on the license plate and non-license plate testing set.