Multinational license plate recognition system: Segmentation and classification

被引:26
作者
Shapiro, V [1 ]
Glihchev, G [1 ]
机构
[1] Orbograph Ltd, IL-81102 Yavne, Israel
来源
PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 4 | 2004年
关键词
D O I
10.1109/ICPR.2004.1333775
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Image-based Car License Plate Recognition (CLPR) systems provide an inexpensive automatic solution for remote vehicle identification. Localization stage of the CLPR yields a gray-scale plate clip with printed characters. This paper describes the method of plate clip segmentation into isolated characters, feature extraction and classification. The method is independent on character size, thickness, illumination and is capable of handling plates from various countries. The method uses extensively the gray-scale information and is robust to breaks in character connectivity. It is tolerant to character deformations, such as shear and skew. Promising results have been obtained on Israeli and Bulgarian plates.
引用
收藏
页码:352 / 355
页数:4
相关论文
共 11 条
[1]  
[Anonymous], IEEE C INT TRANSP SY
[2]   Extracting characters of license plates from video sequences [J].
Cui, YT ;
Huang, Q .
MACHINE VISION AND APPLICATIONS, 1998, 10 (5-6) :308-320
[3]  
Goh WB, 2003, LECT NOTES COMPUT SC, V2756, P402
[4]   METHOD OF COMBINING MULTIPLE EXPERTS FOR THE RECOGNITION OF UNCONSTRAINED HANDWRITTEN NUMERALS [J].
HUANG, YS ;
SUEN, CY .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1995, 17 (01) :90-94
[5]  
Jain AK., 1989, Fundamentals of Digital Image Processing
[6]  
LEE SH, 2002, C CIRC SYST COMP COM, P1256
[7]   Automatic text segmentation and text recognition for video indexing [J].
Lienhart, R ;
Effelsberg, W .
MULTIMEDIA SYSTEMS, 2000, 8 (01) :69-81
[8]   MACHINE PRINTED CHARACTER SEGMENTATION - AN OVERVIEW [J].
LU, Y .
PATTERN RECOGNITION, 1995, 28 (01) :67-80
[9]   THRESHOLD SELECTION METHOD FROM GRAY-LEVEL HISTOGRAMS [J].
OTSU, N .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1979, 9 (01) :62-66
[10]  
SHAPIRO V, 2003, AUTOMATICS INFORMATI, P41