LICENSE PLATE RECOGNITION OF MOVING VEHICLE | ||||
| JES. Journal of Engineering Sciences | ||||
| Article 9, Volume 37, No 6, November and December 2009, Page 1489-1498 PDF (429.2 K) | ||||
| Document Type: Research Paper | ||||
| DOI: 10.21608/jesaun.2009.128533 | ||||
 View on SCiNiTO | ||||
| Authors | ||||
| A. SHAWKY1; A. HAMDY2; H. KESHK2; M. EL_ADAWY2 | ||||
| 1Teaching Assistant, Modern Sciences and Art University (MSA), Egypt | ||||
| 2Comm. And Electronics Dept., Faculty of Engineering, Helwan University, Cairo, Egypt | ||||
| Abstract | ||||
| This paper presents a license plate recognition system of moving vehicles for Egyptian license plates. The proposed system extracts the characters features of a plate from a captured image by a digital video camera. Then it identifies numbers and characters of the plate using a multilayer neural network. The proposed system consists mainly of two processes: the first one is the training process, in which a database is build and the neural networks used for recognition are trained. The second one is the recognition process which consists of vehicle detection from the stream of frames, a plate position estimation, words and numbers segmentation, and plate recognition stages. | ||||
| Keywords | ||||
| License Plate Recognition (LPR); Vehicle Detection; Optical Character Recognition; Plate Localization; Plate Segmentation | ||||
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