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A Study And Application On Techniques Of Car License Plate Recognition Based On Neural Network

Posted on:2008-04-18Degree:MasterType:Thesis
Country:ChinaCandidate:Y ZhongFull Text:PDF
GTID:2178360212981144Subject:Computer application technology
Abstract/Summary:PDF Full Text Request
With the rapid development of domestic economy,number of cars,buses,trucks and other vehicles increases a great deal.More and more funds are put into the construction of roads,highways,parks by or our government which are essential to keep the booming market.Roads become broader and parking area have more space for drivers.However,as a very important part of transportation.As in the old days,almost everything is in the charge of human beings.To utilize the convenience of modern transportation,way should be found to make good use of the existing transportation constuctions.Because license plae is efficient in identiting vehicles,License Plate Recognition(LPR) is foundamental in ITS. In recent years,as the technology of manufactory progress,electronic equipment get higher performance.More theory in Digital Image Procesing and Pattern Recogniton is put into practice. With the help of these progress,the mangement in modern transportation system get all the essential conditions to make another giant progress.Being aspecial computer vision system in the real-time case, the LPR system mainly includes the sub system of license plate detection and character recognition.The LPR system involves numerous discipline domains,such as Pattern Recognition and Artificial Intelligence,Computer Vision,Digital Image Processing etc.The detection of license plates is the key of LPR system.Because of the complex of image background,the uncertainty of plate position and image quality,the location of plates is not satisfied.Therefore,the study on the algorithm of license plate location is always the hotspot problem.The license plate identification system has to implement license plate region identification,character segmentation and character recognition.We use edge features and mathematics morphology to locate the plate region.First edge information is used to get hinary image.Second,the method of combining mathematical morphologic with binary image projection is use to determine the horizontal and vertical positions. In...
Keywords/Search Tags:License Plate recognition, Image Segmentation, Optical Character Recognition, Neural Network
PDF Full Text Request
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