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
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;
Conference_Titel :
Intelligent Transportation Systems, 2002. Proceedings. The IEEE 5th International Conference on
Print_ISBN :
0-7803-7389-8
DOI :
10.1109/ITSC.2002.1041227