Real-Time Recognition of Blue Traffic Signs Designating Directions

被引:3
作者
Alsibai, Mohammed [1 ]
Hirai, Yuzo [1 ]
机构
[1] Univ Tsukuba, Grad Sch Syst & Informat Engn, Dept Comp Sci, Tennodai 1-1-1, Tsukuba, Ibaraki 3058573, Japan
关键词
Blue traffic signs recognition; Arrow signs; Real-time recognition; Color segmentation;
D O I
10.1007/s13177-010-0010-0
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
In this research we propose a real-time system to recognize blue traffic signs designating directions. This research is complementary to the previous work done on six annular red signs. The system consists of several processing steps: We firstly label the blue objects in each frame and segment them from the background. After that we try to verify if the segmented blue object is a sign candidate, and then we segment white objects within the blue object. Finally we classify the white objects by matching them to arrow patterns according to geometrical features, or reject them if no arrow pattern is matched. Classification is done using a decision tree. Processing time is about 110 ms/frame, and recognition rate is about 81%.
引用
收藏
页码:96 / 105
页数:10
相关论文
共 16 条
[1]  
[Anonymous], 2004, TRAFF SIGNS HDB
[2]  
Bahlmann C., 2005, P INT VEH S 2005, P255
[3]  
Davies E.R., 2004, MACHINE VISION THEOR
[4]  
de Berg M., 2008, COMPUTATIONAL GEOMET, V3rd
[5]   Recognition of traffic signs based on their colour and shape features extracted using human vision models [J].
Gao, X. W. ;
Podladchikova, L. ;
Shaposhnikov, D. ;
Hong, K. ;
Shevtsova, N. .
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2006, 17 (04) :675-685
[6]  
Hirai Y., 2007, P ITSWC2007
[7]  
Ihara A., 2009, MACH VISION APPL, P130
[8]   Traffic Sign Detection and Pattern Recognition using Support Vector Machine [J].
Kiran, C. G. ;
Prabhu, Lekhesh V. ;
Abdu, Rahiman, V ;
Rajeev, K. .
ICAPR 2009: SEVENTH INTERNATIONAL CONFERENCE ON ADVANCES IN PATTERN RECOGNITION, PROCEEDINGS, 2009, :87-90
[9]  
Marmo R., 2006, IEEE INT TRANSP SYST, P823
[10]  
PARKER JR, 1997, ALGORITHMS IMAGE PRO