Conference Proceedings

A hierarchically combined classifier for license plate recognition

L Zheng, X He, Q Wu, W Jia, B Samali, M Palaniswami

Proceedings - 2008 IEEE 8th International Conference on Computer and Information Technology, CIT 2008 | Published : 2008

Abstract

High accuracy and fast recognition speed are two requirements for real-time and automatic license plate recognition system. In this paper, we propose a hierarchically combined classifier based on an Inductive Learning Based Method and an SVM-based classification. This approach employs the inductive learning based method to roughly divide all classes into smaller groups. Then the SVM method is used for character classification in individual groups. Both start from a collection of samples of characters from license plates. After a training process using some known samples in advance, the inductive learning rules are extracted for rough classification and the parameters used for SVM-based class..

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