Traffic Sign Recognition Method Based on Dual-Channel CNN

Aiming at traffic sign problem, the traditional LeNet-5 network structure has low accuracy of traffic sign recognition, slow identification speed and ignores natural factors such as weather. A convolutional network structure model with two-channel and multi-scale based on LeNet-5 improvement is prop...

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Veröffentlicht in:	2021 IEEE 15th International Conference on Electronic Measurement & Instruments (ICEMI) S. 364 - 369
Hauptverfasser:	Zhao, Zeyi, Zhou, Fuqiang, Wang, Shaohong, Xu, Xiaoli, Chao, Fenjin, Lin, Zhoupeng
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 29.10.2021
Schlagworte:	convolutional neural network Convolutional neural networks Feature extraction Instruments LeNet-5 network structure Neural networks Robustness Stochastic processes traffic sign recognition Training
Online-Zugang:	Volltext
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