Concepedia

Improved VGG model-based efficient traffic sign recognition for safe driving in 5G scenarios

Zhongqin Bi, Ling Yu, Honghao Gao, Ping Zhou, Hongyang Yao

International Journal of Machine Learning and Cybernetics · 2020 · 67 citations · 39 references

Concepts

EngineeringAutomotive EngineeringInformation TechnologyMobile ComputingTransportationTransportation EngineeringIntelligent Transportation SystemsRoad SafetyTraffic EngineeringTraffic SafetyTraffic Sign RecognitionVehicle-to-everything CommunicationConvolutional Neural Networks For Traffic SignsFeature Extraction For Traffic SignsTraffic Sign Detection

References

39

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Very Deep Convolutional Networks for Large-Scale Image Recognition

Karen Simonyan, Andrew Zisserman · arXiv (Cornell University) · 2014 · 75.5K citations · Full text

Computing, Computer Science, Computer Vision +11