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计算机工程 ›› 2006, Vol. 32 ›› Issue (12): 187-188,214.

• 人工智能及识别技术 • 上一篇    下一篇

基于 Adaboost 的汽车牌照快速定位

潘石柱,殳伟群,王令群   

  1. 同济大学控制理论与控制工程学院,上海 200092
  • 出版日期:2006-06-20 发布日期:2006-06-20

Vehicle License Rapid Location Based on Adaboost

PAN Shizhu, SHU Weiqun, WANG Lingqun   

  1. School of Control Theory and Control Engineering, Tongji University, Shanghai 200092
  • Online:2006-06-20 Published:2006-06-20

摘要: Adaboost 算法在人脸定位系统中已经取得了巨大的成功,该算法简单可靠、学习精度高,解决了实时检测的速度和精度的矛盾,而汽车牌照定位是汽车牌照识别系统的首要环节,定位的准确性和快速性对系统起着关键性的作用。该文提出了基于Adaboost 的汽车牌照定位算法,目的是为了寻求一种新的更加高效的车牌定位方法。实验结果证明了该方法的可行性。

关键词: 牌照定位;Adaboost;矩形特征;弱分类器;强分类器

Abstract: The algorithm of Adaboost has already achieved a great success in system of face location, it’s simple reliable and accurate. This algorithm solves the contradiction between speed and precision in real-time object detection. On the other hand. The location of the vehicle license plate is primary step in the vehicle license plate recognition system and the accuracy of locating plays an important role in this system. So this paper presents a new algorithm to locate the license plate based on Adaboost in order to search a new efficient way of license plate location. The result of experiments proves that the algorithm is feasible.

Key words: Vehicle location license; Adaboost; Character of rectangle; Weak classifier; Strong classifier