DocumentCode :
3138461
Title :
License Plate Detection Using Topology of Characters and Outer Contour
Author :
Kim, JaeDo ; Han, Youngjoon ; Hahn, Hernsoo
Author_Institution :
Dept. of Electron. Eng., Soongsil Univ., Seoul
Volume :
3
fYear :
2008
fDate :
13-15 Dec. 2008
Firstpage :
171
Lastpage :
174
Abstract :
This paper presents a license plate detection method for detecting license plates on vehicles, using the topology of painted numbers and letters and the outer contour of the license plate. Even in the situation of poor illumination, the contrast is often high between the background and the characters on the license plate; this makes the detection of characters on the license plate possible, when the license plate is free from occlusion within the image. The characters are detected using the topological information from the character candidates, and then the license plate is detected by extracting the vertical and horizontal edges in proximity of the detected characterpsilas region. In the case of a failure to detect the license plate region by the edge detection method, an extended region encompassing the detected character is converted to a binary image, and then all the characters present on the license plate are detected. We verify the performance of this algorithm by experiments on a large dataset of images with varying complexity.
Keywords :
edge detection; optical character recognition; topology; binary image; characters detection; edge detection; license plate detection; occlusion; painted letters; painted numbers; topology; vehicles; Character generation; Circuit topology; Image converters; Image edge detection; Licenses; Lighting; Road transportation; Surveillance; Vehicle detection; Vehicles; Contour; License Plate Detection; Topology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Future Generation Communication and Networking Symposia, 2008. FGCNS '08. Second International Conference on
Conference_Location :
Sanya
Print_ISBN :
978-1-4244-3430-5
Electronic_ISBN :
978-0-7695-3546-3
Type :
conf
DOI :
10.1109/FGCNS.2008.53
Filename :
4813573
Link To Document :
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