License plate detection and recognition using a dual-camera module in a large space

Chin Chuan Han, Cheng Ta Hsieh, Ying Nong Chen, Gang Feng Ho, Kuo Chin Fan, Chang Lung Tsai

研究成果: 書貢獻/報告類型會議論文篇章同行評審

5 引文 斯高帕斯(Scopus)

摘要

In this study, a calibrated dual-camera device, a fixed camera and a pan-tilt-zoom camera, is setup to monitor moving vehicles in an open space. This device not only tracks multiple targets but also gets the license plate images with high quality. Next, a convolutional neural network(CNN) is designed to be a detector and a character classifier for efficiently locating the regions of license plates and recognizing the alphabets on them. Two working environments were setup at the entrance of a university and at a pedestrian-only region in campus. Some experimental results are given to show the validity of the proposed approach.

原文???core.languages.en_GB???
主出版物標題Proceedings 2007 41st Annual IEEE International Carnahan Conference on Security Technology, ICCST
頁面307-312
頁數6
DOIs
出版狀態已出版 - 2007
事件2007 41st Annual IEEE Carnahan Conference on Security Technology, ICCST - Ottawa, ON, Canada
持續時間: 8 10月 200811 10月 2008

出版系列

名字Proceedings - International Carnahan Conference on Security Technology
ISSN(列印)1071-6572

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???event.eventtypes.event.conference???2007 41st Annual IEEE Carnahan Conference on Security Technology, ICCST
國家/地區Canada
城市Ottawa, ON
期間8/10/0811/10/08

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