publication . Article . 2003

automatic system for localization and recognition of vehicle plate numbers

Vázquez, N.; Nakano, M.; Pérez-Meana, H.;
Open Access
  • Published: 01 Apr 2003 Journal: Journal of Applied Research and Technology, volume 1 (issn: 1665-6423, eissn: 2448-6736, Copyright policy)
  • Publisher: Universidad Nacional Autonoma de Mexico
Abstract
This paper proposes a vehicle numbers plate identification system, which extracts the characters features of a plate from a captured image by a digital camera. Then identify the symbols of the number plate using a multilayer neural network. The proposed recognition system consists of two processes: The training process and the recognition process. During the training process, a database is created using 310 vehicular plate images. Then using this database a multilayer neural network is trained to identify the symbols in the vehicles plate. While the recognition process consists of four stages: The number plate localization stage, the binarization stage, the segm...
Subjects
free text keywords: Alphabet recognition, Number plate, Identification with neural networks, General Engineering, Mathematics, Humanities, Electronic engineering
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