节点文献
车牌识别系统中智能算法应用研究
Application of Intelligent Algorithm to Vehicle License Plate Recognition
【摘要】 文章介绍了利用车牌的纹理特征和区域形状特征检测车牌区域情况。为提高区域检测的正确性,利用新的改进的主动轮廓模型,利用先验知识确定精确的车牌边界。在精确的车牌区域中切割出车牌中的单个字符,最后利用支持矢量机对字符进行分类识别。
【Abstract】 This paper presents a license plate recognition method to extract the initial region by utilizing the texture character and region shape character of a plate. To improve the region extraction accuracy, the paper uses newly-improved active contour models and a priori knowledge to decide accurate plate border. Because of the accuracy of the plate region extraction, the character can be extracted exactly from the plate region. Finally, support vector machine is used to recognize the characters.
【关键词】 主动轮廓模型;
车牌识别;
支持矢量机;
字符分类;
【Key words】 active contour model; vehicle license plate recognition; support vector machine; character classification;
【Key words】 active contour model; vehicle license plate recognition; support vector machine; character classification;
- 【文献出处】 交通与计算机 ,Computer and Communications , 编辑部邮箱 ,2005年02期
- 【分类号】TP391.41
- 【被引频次】18
- 【下载频次】325