| 基于改进的K-means的车牌字符分割 |
| |
| 引用本文： | 李金,宫宁生,张蕾. 基于改进的K-means的车牌字符分割[J]. 电视技术, 2015, 39(1): 136-138 |
| |
| 作者姓名： | 李金 宫宁生 张蕾 |
| |
| 作者单位： | 南京工业大学电子与信息工程学院,江苏南京,211816 |
| |
| 基金项目： | 国家重点基础研究发展计划（973计划） |
| |
| 摘 要： | 提出了一种基于改进的K-means的车牌字符分割方法。该方法首先利用均值跳变法对车牌区域进行精确定位,再利用改进的K-means算法对车牌字符进行聚类,最后根据K-means算法得到的聚类中心对车牌字符进行分割。实验结果表明,该方法能够准确地分割出车牌字符,且具有较强的抗干扰性。
|
| 关 键 词： | 车牌字符分割 均值跳变 K-means |
| 收稿时间： | 2014-04-11 |
| 修稿时间： | 2014-05-14 |
License Plate Character Segmentation Based on Improved K-means Algorithm |
| |
| Li Jin,Gong Ningshen and ZhangLei. License Plate Character Segmentation Based on Improved K-means Algorithm[J]. Ideo Engineering, 2015, 39(1): 136-138 |
| |
| Authors: | Li Jin Gong Ningshen ZhangLei |
| |
| Affiliation: | Nanjing University of Technology,Nanjing University of Technology,Nanjing University of Technology |
| |
| Abstract: | This paper proposes a character segmentation method of license plate based on improved K-means Algorithm. This method firstly uses the mean jump method to locate the license plate precisely. And then clustering the character of license plate by using improved K-means algorithm. Finally, according to the cluster center, which is acquired by K-means algorithm, segment the character of license plate. The experimental results show that this method can segment the character of license plate accurately, and has a strong anti-interference. |
| |
| Keywords: | License plate character segmentation mean jump K-means |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
| 点击此处可从《电视技术》浏览原始摘要信息 |
|
点击此处可从《电视技术》下载全文 |
|
