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

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 positi...

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Bibliographische Detailangaben
Hauptverfasser: Dong Cui, Dongbing Gu, Hua Cai, Junxi Sun
Format: Tagungsbericht
Sprache:eng
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Zusammenfassung: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.
DOI:10.1109/ROBIO.2009.5420532