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.
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.
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.
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: | Unnamed user with email elements@essex.ac.uk |
| Depositing User: | Unnamed user with email elements@essex.ac.uk |
| Date Deposited: | 06 Sep 2013 14:05 |
| Last Modified: | 30 Oct 2024 16:26 |
| URI: | http://repository.essex.ac.uk/id/eprint/4274 |