An efficient automated vehicle license plate recognition system under image processing

نویسندگان

چکیده

<span lang="EN-US">An automated vehicle license plate recognition system using image processing techniques identifies numbers without human interference. This has significant impact because of its good application in various fields like car parking, access control, speed automatic toll collection, border security, traffic violence detection and surveillance applications. paper presents a methodology that is quite simple but at the same time very much efficient this consists four sequential modules which are preprocessing, number extraction, character segmentation recognition. Preprocessing aims to improve quality captured illumination conditions stick out outstanding information we need, favorable subsequent including After preprocessing morphological operations applied extract desired region. Then for bounding box method segments each letter present on Finally, template matching identifying all segmented characters image. The experimental results showed proposed can recognize efficiently with higher accuracy. Using MATLAB software, attains accuracy 94.17%.</span>

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ژورنال

عنوان ژورنال: Indonesian Journal of Electrical Engineering and Computer Science

سال: 2023

ISSN: ['2502-4752', '2502-4760']

DOI: https://doi.org/10.11591/ijeecs.v29.i2.pp1055-1062