DocumentCode :
238741
Title :
Localization of vehicle number plate based on watershed transform and visualization technique
Author :
Veena, M.N. ; Vasudev, T.
Author_Institution :
P.E.T Res. Found., P.E.S. Coll. of Eng., Mandya, India
fYear :
2014
fDate :
27-29 Nov. 2014
Firstpage :
1175
Lastpage :
1181
Abstract :
Vehicle number plate detection is a complex research problem in digital image processing. Many related issues are addressed in the research carried out while detecting vehicle number plates. The features considered in number plates for detection are boundary features, global image features, texture features, color features, character features etc. Majority of the works reported have used one of the above features to detect vehicle number plate. In this work, an attempt is made using two features to detect the number plate, for better efficiency than the single feature based methods. The proposed approach uses watershed algorithm(boundary feature) as well as visualization technique(color feature) for detection and also takes care of environmental conditions such as indoor/outdoor, day/night, rainy/sunny and less sensitive for plate variations in size, location, color and inclination. The implemented method is tested on the samples used in existing methods to study and compare the efficiencies.
Keywords :
data visualisation; image colour analysis; image recognition; image texture; object detection; traffic engineering computing; transforms; boundary feature; character feature; color feature; digital image processing; global image feature; texture feature; vehicle number plate localization; visualization technique; watershed transform; Feature extraction; Image color analysis; Image edge detection; Image segmentation; Transforms; Vehicles; Visualization; Number plate detection; boundary features; color features;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Contemporary Computing and Informatics (IC3I), 2014 International Conference on
Conference_Location :
Mysore
Type :
conf
DOI :
10.1109/IC3I.2014.7019724
Filename :
7019724
Link To Document :
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