The Research and Implementation of Vehicular Locating and Monitoring System
碩士 === 國立臺北科技大學 === 自動化科技研究所 === 91 === In this thesis, the vehicular locating and monitoring (VLM) system is researched and implemented. The technology of license plate recognition (LPR) for vehicular and the IP-based distributed location server (IP-DLS) are integrated into the VLM system. The VLM...
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ndltd-TW-091TIT001460032015-10-13T13:35:31Z http://ndltd.ncl.edu.tw/handle/94989645007603680737 The Research and Implementation of Vehicular Locating and Monitoring System 主動式汽車定位與監控系統之研究與實作 Long-Jer Yan 顏龍晢 碩士 國立臺北科技大學 自動化科技研究所 91 In this thesis, the vehicular locating and monitoring (VLM) system is researched and implemented. The technology of license plate recognition (LPR) for vehicular and the IP-based distributed location server (IP-DLS) are integrated into the VLM system. The VLM system is active and can be employed on the intelligent surveillance system for the running vehicle. In the VLPR system, three steps are employed. At first, the preprocessing on the input image is performed. Secondly, the license plate location is done. The simple rule-based algorithm is employed to detect the region of interest (ROI). Finally, the character recognition is completed. A Multi-Layer Perceptrons (MLP) is employed to recognize the character of the vehicular license plate. The results of the experiments show that the performance of the license plate location rate is 96% and the character recognition rate is 98.53% respectively. In the IP-DLS system, an IP-based SQL server with the distributed architecture is introduced to do the location operation. More than 350 operations of registration can be done within one second for each server. Moreover, certain real-time monitoring tasks can also be achieved on the IP-DLS system. John Chou Shaw-Hwa Hwang 周錦惠 黃紹華 2003 學位論文 ; thesis 68 zh-TW |
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碩士 === 國立臺北科技大學 === 自動化科技研究所 === 91 === In this thesis, the vehicular locating and monitoring (VLM) system is researched and implemented. The technology of license plate recognition (LPR) for vehicular and the IP-based distributed location server (IP-DLS) are integrated into the VLM system. The VLM system is active and can be employed on the intelligent surveillance system for the running vehicle.
In the VLPR system, three steps are employed. At first, the preprocessing on the input image is performed. Secondly, the license plate location is done. The simple rule-based algorithm is employed to detect the region of interest (ROI). Finally, the character recognition is completed. A Multi-Layer Perceptrons (MLP) is employed to recognize the character of the vehicular license plate. The results of the experiments show that the performance of the license plate location rate is 96% and the character recognition rate is 98.53% respectively.
In the IP-DLS system, an IP-based SQL server with the distributed architecture is introduced to do the location operation. More than 350 operations of registration can be done within one second for each server. Moreover, certain real-time monitoring tasks can also be achieved on the IP-DLS system.
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author2 |
John Chou |
author_facet |
John Chou Long-Jer Yan 顏龍晢 |
author |
Long-Jer Yan 顏龍晢 |
spellingShingle |
Long-Jer Yan 顏龍晢 The Research and Implementation of Vehicular Locating and Monitoring System |
author_sort |
Long-Jer Yan |
title |
The Research and Implementation of Vehicular Locating and Monitoring System |
title_short |
The Research and Implementation of Vehicular Locating and Monitoring System |
title_full |
The Research and Implementation of Vehicular Locating and Monitoring System |
title_fullStr |
The Research and Implementation of Vehicular Locating and Monitoring System |
title_full_unstemmed |
The Research and Implementation of Vehicular Locating and Monitoring System |
title_sort |
research and implementation of vehicular locating and monitoring system |
publishDate |
2003 |
url |
http://ndltd.ncl.edu.tw/handle/94989645007603680737 |
work_keys_str_mv |
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