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License plate detection algorithm based on gentle AdaBoost algorithm with a cascade structure

Cui, Dong and Gu, Dongbing and Cai, Hua and Sun, Junxi (2009) License plate detection algorithm based on gentle AdaBoost algorithm with a cascade structure. In: 2009 IEEE International Conference on Robotics and Biomimetics (ROBIO), 2009-12-19 - 2009-12-23.

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Abstract

This paper aims at automatically detection of car license plates via image processing techniques. The method used is a so-called gentle AdaBoost algorithm which is combined with a cascade structure. The gentle AdaBoost (GAB) algorithm is known to have a higher detection rate and a lower false positive rate than the basic discrete AdaBoost (DAB) which is currently reported being used for the license plate detection. The use of a cascade structure in the gentle AdaBoost algorithm saves the computation time. Several testing results are provided and the comparisons with other algorithms are made. © 2009 IEEE.

Item Type: Conference or Workshop Item (UNSPECIFIED)
Additional Information: Published proceedings: 2009 IEEE International Conference on Robotics and Biomimetics, ROBIO 2009
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: Faculty of Science and Health
Faculty of Science and Health > Computer Science and Electronic Engineering, School of
SWORD Depositor: Elements
Depositing User: Elements
Date Deposited: 06 Sep 2013 14:05
Last Modified: 18 Aug 2022 12:23
URI: http://repository.essex.ac.uk/id/eprint/4274

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