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Most existing traffic sign-related works are dedicated to detecting and recognizing part of traffic signs individually, which fails to analyze the global semantic logic among signs and may convey inaccurate traffic instruction.
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Chin-Yew Lin · 2004
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Road-sign detection and recognition based on support vector machines
Saturnino Maldonado-Bascón, Sergio Lafuente-Arroyo, Pedro Gil-Jimenez, Hilario Gómez-Moreno, and Francisco López-Ferreras · 2007
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Boris Epshtein, Eyal Ofek, and Yonatan Wexler · 2010
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Dan Cireşan, Ueli Meier, Jonathan Masci, and Jürgen Schmidhuber · 2011
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Xavier Glorot, Antoine Bordes, and Yoshua Bengio · 2011
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Pierre Sermanet and Yann LeCun · 2011
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Alex Graves and Alex Graves · 2012
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Sparse-representation-based graph embedding for traffic sign recognition
Ke Lu, Zhengming Ding, and Sam Ge · 2012
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Man vs. computer: Benchmarking machine learning algorithms for traffic sign recognition
Johannes Stallkamp, Marc Schlipsing, Jan Salmen, and Christian Igel · 2012
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Detecting texts of arbitrary orientations in natural images
Cong Yao, Xiang Bai, Wenyu Liu, Yi Ma, and Zhuowen Tu · 2012
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Efficient estimation of word representations in vector space
Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean · 2013
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Traffic sign recognition with hinge loss trained convolutional neural networks
Junqi Jin, Kun Fu, and Changshui Zhang · 2014
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Diederik P Kingma and Jimmy Ba · 2014
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Qixiang Ye and David Doermann · 2014
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Faster r-cnn: Towards real-time object detection with region proposal networks
Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun · 2015
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Towards real-time traffic sign detection and classification
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Chee Kheng Ch’ng and Chee Seng Chan · 2017
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Jianan Li, Xiaodan Liang, Yunchao Wei, Tingfa Xu, Jiashi Feng, and Shuicheng Yan · 2017
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Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017
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Bisenet: Bilateral segmentation network for real-time semantic segmentation
Changqian Yu, Jingbo Wang, Chao Peng, Changxin Gao, Gang Yu, and Nong Sang · 2018
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Deep learning for large-scale traffic-sign detection and recognition
Domen Tabernik and Danijel Skočaj · 2019
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Learning to understand traffic signs
Yunfei Guo, Wei Feng, Fei Yin, Tao Xue, Shuqi Mei, and Cheng-Lin Liu · 2021
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Traffic-sign detection and classification in the wild
Zhe Zhu, Dun Liang, Song-Hai Zhang, Xiaolei Huang, Baoli Li, and Shi-Min Hu · 2016
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Detecting text in scene and traffic guide panels with attention anchor mechanism
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Traffic sign recognition based on semantic scene understanding and structural traffic sign location
Weidong Min, Ruikang Liu, Daojing He, Qing Han, Qingting Wei, and Qi Wang · 2022
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Cm-net: Concentric mask based arbitrary-shaped text detection
Chuang Yang, Mulin Chen, Zhitong Xiong, Yuan Yuan, and Qi Wang · 2022
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Visual traffic knowledge graph generation from scene images
Yunfei Guo, Fei Yin, Xiao-hui Li, Xudong Yan, Tao Xue, Shuqi Mei, and Cheng-Lin Liu · 2023
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Chuang Yang, Mulin Chen, Yuan Yuan, and Qi Wang · 2023
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