APPLIED LASER, Volume. 39, Issue 1, 119(2019)
Traffic Sign Recognition Based on Light WACNN
[1] [1] LECUN Y, BOTTOU L, BENGIO Y, et al.Gradient-based learning applied to document recognition[J].Proceeding of the IEEE, 1998, 86(11): 2278-2324.
[2] [2] KRIZHEVSKY A, SUTSKEVER I, HINTON G E.Imagenet classification with deep convolutional neural networks[C]//International Conference on Neural Information Processing Systems, 2012, 60(2): 1097-1105.
[3] [3] SIMONYAN K, ZISSERMAN A.Very deep convolutional networks for large-scale image recognition[J].Computer Science, 2014.
[4] [4] JIN J, FU K, ZHANG C.Traffic sign recognition with hinge loss trained convolutional neural networks[J].IEEE Transaction on Intelligent Transportation Systems, 2014, 15(5): 1991-2000.
[5] [5] HUANG Z, YU Y, GU J, et al.An efficient method for traffic sign recognition based on extreme learning machine[J].IEEE Transactions on Cybernetics, 2016(99): 1-14.
[6] [6] IOFFE S, SZEGEDY C.Batch Normalization: accelerating deep network training by reducing internal covariate shift[J].Computer Science, 2015.
[7] [7] SRIVASTAVA N, HINTON G, KRIZHEVSKY A, et al.Dropout: a simple way to prevent neural networks from overfitting[J].Journal of Machine Learning Research, 2014, 15(1): 1929-1958.
[8] [8] ABADI M, AGARWAL A, BARHAM P, et al.Tensorflow: large-scale machine learning on heterogeneous distributed systems[J].Computer Science, 2016.
[10] [10] WANG C W, YOU W H.Boosting-svm: effective learning with reduced data dimension[J].Applied Intelligence, 2013, 39(3): 465-474.
[11] [11] GONZALEZ-REYNA S E, CRUZ-ACEVES I, LEDESMA-OROZCO S E, et al.Eigen-gradients for traffic sign recognition[J].Mathematical Problems in Engineering, 2013: 1311.
[12] [12] ZAKLOUTA F, STANCIULESCU B, HAMDOUN O.Traffic sign classification using k-d trees and random forests[C]//International Joint Conference on Neural Networks, 2011, 10(1): 2151-2155.
Get Citation
Copy Citation Text
Huang Zhichao, Li Dong. Traffic Sign Recognition Based on Light WACNN[J]. APPLIED LASER, 2019, 39(1): 119
Received: Aug. 1, 2018
Accepted: --
Published Online: Apr. 16, 2019
The Author Email: Zhichao Huang (hzc8021@126.com)