Licence Plate Recognition Using Feature Extraction and Principle Component Analysis
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2015, Vol 3, Issue 11
Abstract
There are many techniques available for recognizing license plates but due to the Indians not using the standardized number plates we often face a problem of not recognizing the number and the characters on the number plate properly. The different ways in which the number plates are present often creates a problem for the present techniques to not recognize the number plates properly. To overcome this issue, we are implementing a new number plate recognition technique in which we are going to use feature extraction to catch the number plate present on the vehicle automatically and then by segmentation we will detect the characters and digits present on the number plate and check it in the Artificial Neural Network(ANN) as the standard technique often fails to do so for us. This technique will not only be able to recognize the license plates written in English but also those which are written in Hindi and then store them in a database with a timestamp of when it was captured.
Authors and Affiliations
Avish Jain, Ashina Prasannan, Nidhi Kekatpure, Rohit Yadav
Keywords
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- EP ID EP21429
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