Car license plate extraction using color and edge information

被引：0
|
作者：
Xu, JF [1 ]
Li, SF [1 ]
Yu, MS [1 ]
机构：
[1] S China Univ Technol, Sch Comp Sci, Guangzhou 510640, Peoples R China
来源：
PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7 | 2004年
关键词：
license plate; Sobel edge detector; neural network; color classifier;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we propose a novel method for car license plate extraction from color images. First, the edge map is obtained by applying Sobel edge detector. Second, a neural network is used as a classifier to identify pixel color. Finally, candidate license plate regions are located by information of edge and color distributions. Experimental results show that the proposed method is fairly reliable and can result in only a small number of false alarms.
引用
收藏
页码：3904 / 3907
页数：4
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