Car plate recognition based on CNN using embedded system with GPU
作者： Sanghyeop Lee , Keumyoung Son , Hyuntae Kim , Jangsik Park
关键词: Computer science 、 Computer vision 、 Artificial intelligence 、 Embedded system 、 Artificial neural network 、 Line (text file) 、 License
摘要: a built-in system was implemented with a GPU in order to recognize the license plate number without detection line. The deep-learning network to recognize the license plate number of the vehicle uses relatively simple AlexNet. Tests confirm that the vehicle license plate can be effectively recognized on the Jetson TX1 board system.
sci-hub.se 参考文章(12)
Gunnar Farnebäck, Two-frame motion estimation based on polynomial expansion scandinavian conference on image analysis. ,vol. 2749, pp. 363- 370 ,(2003) , 10.1007/3-540-45103-X_50
Mahmood Ashoori Lalimi, Sedigheh Ghofrani, Des McLernon, A vehicle license plate detection method using region and edge based methods Computers & Electrical Engineering. ,vol. 39, pp. 834- 845 ,(2013) , 10.1016/J.COMPELECENG.2012.09.015
Jinn-Li Tan, Syed A.R Abu-Bakar, Musa M. Mokji, License plate localization based on edge-geometrical features using morphological approach 2013 IEEE International Conference on Image Processing. pp. 4549- 4553 ,(2013) , 10.1109/ICIP.2013.6738937
Liu Changping, Bai Hongliang, A hybrid license plate extraction method based on edge statistics and morphology international conference on pattern recognition. ,vol. 2, pp. 831- 834 ,(2004) , 10.1109/ICPR.2004.44
Rongbao Chen, Yunfei Luo, An Improved License Plate Location Method Based On Edge Detection Physics Procedia. ,vol. 24, pp. 1350- 1356 ,(2012) , 10.1016/J.PHPRO.2012.02.201
Ilya Sutskever, Geoffrey E. Hinton, Alex Krizhevsky, ImageNet Classification with Deep Convolutional Neural Networks neural information processing systems. ,vol. 25, pp. 1097- 1105 ,(2012)
Chunhua Shen, Hui Li, Reading Car License Plates Using Deep Convolutional Neural Networks and LSTMs arXiv: Computer Vision and Pattern Recognition. ,(2016)
Kwangyong Lim, Hyeran Byun, Yeongwoo Choi, Vehicle License Plate Detection in Road Images Journal of KIISE. ,vol. 43, pp. 186- 195 ,(2016) , 10.5626/JOK.2016.43.2.186
Xiaohong Long , Jing Zhou , An Efficient Method For Dark License Plate Detection International Journal of Digital Content Technology and Its Applications. ,vol. 7, pp. 477- 485 ,(2013) , 10.4156/JDCTA.VOL7.ISSUE1.55
Jong-Ho Yun, Myung-Ryul Choi, Sang-Sun Lee, An image enhancement algorithm for detecting the license plate region using the image of the car personal recorder Journal of the Korea Academia Industrial Cooperation Society. ,vol. 17, pp. 1- 8 ,(2016) , 10.5762/KAIS.2016.17.3.1