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Based On The Frame Of The Character Recognition Research License Plate Recognition System

Posted on:2013-04-03Degree:MasterType:Thesis
Country:ChinaCandidate:M HongFull Text:PDF
GTID:2248330395983468Subject:Computer application technology
Abstract/Summary:PDF Full Text Request
License plate recognition system is the key to intelligent transportation system technology, information collection, vehicle management, automatic toll collection and other fields have a wide range of applications. License plate recognition system first car on the input image preprocessing to extract license plate, and the license plate character segmentation and recognition of the characters one by one, according to the original order of the final text expressed so as to obtain license plates number of recognition results.In the license plate recognition technology include character recognition, license plate character segmentation and positioning of three studies. And the need for the image edge extraction, filtering, enhancement, and other pre-positioning in the front license plate, thereby enhancing the image quality to reduce noise. According to the license plate area is difficult to locate the problem, this paper presents a multi-frame recognition results based on the integration of the character recognition algorithm in the single-frame character recognition based on the use of multi-frame image sequence information on the license plate recognition integration of the results, after integration of recognition accuracy relative to the single-frame image recognition with higher accuracy.This paper first analyzes the license plate recognition system architecture, function modules and the system operating environment made specifically addressed. Then study the image preprocessing technology, the digital image license plate recognition system method, and image transformation, image enhancement and image segmentation techniques were discussed in detail. Then, the positioning of the license plate segmentation study conducted by the characteristics of the license plate segmentation analysis and positioning theory introduction, the paper edge detection and projection method of license plate location segmentation methods focus on the discussion. Finally the license plate recognition system character recognition algorithm, based on the characteristics of character recognition, a recognition result based on multi-frame fusion of character recognition algorithm, test results show that the algorithm can recognize Chinese characters, numbers and letters, with good adaptability and accuracy.
Keywords/Search Tags:Image Preprocessing, License Plate Location, Character Segmentation, Character Recognition
PDF Full Text Request
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