Multiple vehicles' license plate tracking and recognition via isotropic dilation

Lorita Angeline, and Khong, Wei Leong and Farrah Wong, and Ismail Saad, and Teo, Kenneth Tze Kin (2011) Multiple vehicles' license plate tracking and recognition via isotropic dilation. In: 3rd International Conference on Computational Intelligence, Communication Systems and Networks (CICSyN 2011), 26-28 July 2011, Bali, Indonesia.

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Abstract

In this paper, a new algorithm for Automatic License Plate Localisation and Recognition (ALPR) is proposed on the basis of isotropic dilation that can be achieved using the binary image Euclidean distance transform. In a blob analysis problem, any two Region of Interest (RoIs) that is discontinuous are typically treated as separate blobs. However, the proposed algorithm combine with Connected Component Analysis (CCA) are coded to seek for RoI within a certain distance of other RoI to be treated as non-unique. This paper investigates the design and implementation of several preprocessing techniques and isotropic dilation algorithm to classify moving vehicles with different backgrounds and varying angles. A multi-layer feed-forward back-propagation Neural Network is used to train the segmented and refined characters. The results obtained can be used for implementation in the vehicle parking management system.

Item Type: Conference or Workshop Item (UNSPECIFIED)
Uncontrolled Keywords: Isotropic dilation, Euclidean distance transform, License plate localisation, Blob analysis, Overlapping bounding boxes, Connected component analysis, Image processing
Subjects: ?? QA75-76.95 ??
?? TK7800-8360 ??
Divisions: SCHOOL > School of Engineering and Information Technology
Depositing User: Unnamed user with email storage.bpmlib@ums.edu.my
Date Deposited: 16 Jul 2012 07:31
Last Modified: 30 Dec 2014 01:42
URI: http://eprints.ums.edu.my/id/eprint/4562

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