DocumentCode
382753
Title
An experimental consideration for road guide sign understanding in ITS
Author
Kato, Takahiro ; Kobayasi, Akihide ; Hase, Hiroyuki ; Yoneda, Masaaki
Author_Institution
Toyama Univ., Japan
fYear
2002
fDate
2002
Firstpage
268
Lastpage
273
Abstract
In this paper, we present a road guide sign recognition method the driver support system in intelligent transportation systems (ITS). Generally, on a guide sign, there are arrows representing directions and characters representing destinations and distances. First, arrows are detected using their shape characteristics. Next, the sign is classified using the number of arrow objects and the number of arrowheads. Then, the characters on the sign are assigned to their corresponding arrowheads by segmenting the sign using arrowhead positions. Finally, after the character recognition process, we obtain the information of directions, destinations and distances. We tested 65 images of zoomed in signs. 154 arrowheads on these signs were detected completely. In 62 images, characters were assigned to corresponding arrowheads successfully. Hence, our method is effective for sign image understanding.
Keywords
automated highways; character recognition; computer vision; driver information systems; image segmentation; road traffic; traffic engineering computing; ITS; arrow detection; character recognition; driver support system; image segmentation; image understanding; intelligent transportation systems; road guide sign recognition; Character recognition; IEEE news; Image segmentation; Intelligent transportation systems; Neural networks; Pattern matching; Real time systems; Roads; Shape; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Transportation Systems, 2002. Proceedings. The IEEE 5th International Conference on
Print_ISBN
0-7803-7389-8
Type
conf
DOI
10.1109/ITSC.2002.1041227
Filename
1041227
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