Proceedings of the Korea Information Processing Society Conference (한국정보처리학회:학술대회논문집)
- 2014.11a
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- Pages.879-881
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- 2014
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- 2005-0011(pISSN)
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- 2671-7298(eISSN)
DOI QR Code
Number Plate Detection with a 2-step Neural Network Approach for Mobile Devices
차량 번호판 검출을 위한 2단계 합성곱 신경망 접근법
- Gerber, Christian (Dept. of Computer Engineering, Pukyong National University) ;
- Chung, Mokdong (Dept. of Computer Engineering, Pukyong National University)
- Published : 2014.11.05
Abstract
A method is proposed to achieve improved number plate detection for mobile devices by applying a two-step convolutional neural network (CNN) approach. Supervised CNN-verified car detection is processed first. In the second step, we apply the detected car regions to the second CNN-verifier for number plate detection. Since mobile devices are limited in computing power, we propose a fast method to detect number plates. We expect to use in the field of intelligent transportation systems (ITS).
Keywords