Machine Vision Based Traffic Sign Detection Methods: Review, Analyses and Perspectives
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Faliang Chang | Shuang Li | Yinhai Wang | Chunsheng Liu | Yinhai Wang | F. Chang | Chunsheng Liu | Shuang Li
[1] Luc Van Gool,et al. Traffic sign recognition — How far are we from the solution? , 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).
[2] Said M. Easa,et al. Potential Accuracy of Traffic Signs' Positions Extracted From Google Street View , 2013, IEEE Transactions on Intelligent Transportation Systems.
[3] Pedro Arias,et al. PERFORMANCE TESTING OF 3D POINT CLOUD SOFTWARE , 2013 .
[4] Nicolai Petkov,et al. Distance sets for shape filters and shape recognition , 2003, IEEE Trans. Image Process..
[5] Yassine Ruichek,et al. Classification of Traffic Signs: The European Dataset , 2018, IEEE Access.
[6] Xiaolin Hu,et al. Traffic sign detection based on convolutional neural networks , 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).
[7] Cuiping Li,et al. Deep Saliency With Channel-Wise Hierarchical Feature Responses for Traffic Sign Detection , 2019, IEEE Transactions on Intelligent Transportation Systems.
[8] Xiaoli Hao,et al. Robust Traffic Sign Recognition Based on Color Global and Local Oriented Edge Magnitude Patterns , 2014, IEEE Transactions on Intelligent Transportation Systems.
[9] Belén Riveiro,et al. Exploiting synergies of mobile mapping sensors and deep learning for traffic sign recognition systems , 2017, Expert Syst. Appl..
[10] Pedro Arias,et al. Automatic Segmentation and Shape-Based Classification of Retro-Reflective Traffic Signs from Mobile LiDAR Data , 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
[11] Anjan Gudigar,et al. A review on automatic detection and recognition of traffic sign , 2014, Multimedia Tools and Applications.
[12] Bo Ai,et al. On the Influence of Scattering From Traffic Signs in Vehicle-to-X Communications , 2016, IEEE Transactions on Vehicular Technology.
[13] Hilario Gómez Moreno,et al. Traffic sign shape classification and localization based on the normalized FFT of the signature of blobs and 2D homographies , 2008 .
[14] Sei-Wang Chen,et al. Road-sign detection and tracking , 2003, IEEE Trans. Veh. Technol..
[15] Hasan Fleyeh,et al. Traffic and Road Sign Recognition , 2008 .
[16] Cuneyt Akinlar,et al. On circular traffic sign detection and recognition , 2016, Expert Syst. Appl..
[17] Saturnino Maldonado-Bascón,et al. Goal Evaluation of Segmentation Algorithms for Traffic Sign Recognition , 2010, IEEE Transactions on Intelligent Transportation Systems.
[18] Mirko Meuter,et al. A Decision Fusion and Reasoning Module for a Traffic Sign Recognition System , 2011, IEEE Transactions on Intelligent Transportation Systems.
[19] Kang Kim,et al. Simultaneous Traffic Sign Detection and Boundary Estimation Using Convolutional Neural Network , 2018, IEEE Transactions on Intelligent Transportation Systems.
[20] Faliang Chang,et al. Fast Traffic Sign Recognition via High-Contrast Region Extraction and Extended Sparse Representation , 2016, IEEE Transactions on Intelligent Transportation Systems.
[21] Tao Chen,et al. Accurate and Efficient Traffic Sign Detection Using Discriminative AdaBoost and Support Vector Regression , 2016, IEEE Transactions on Vehicular Technology.
[22] Qi Wang,et al. An Incremental Framework for Video-Based Traffic Sign Detection, Tracking, and Recognition , 2017, IEEE Transactions on Intelligent Transportation Systems.
[23] Johannes Stallkamp,et al. Man vs. computer: Benchmarking machine learning algorithms for traffic sign recognition , 2012, Neural Networks.
[24] Xiaohui Liu,et al. Real-time traffic sign recognition from video by class-specific discriminative features , 2010, Pattern Recognit..
[25] Baoli Li,et al. Traffic-Sign Detection and Classification in the Wild , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[26] Wenyu Liu,et al. Cascaded Segmentation-Detection Networks for Text-Based Traffic Sign Detection , 2018, IEEE Transactions on Intelligent Transportation Systems.
[27] Thomas B. Moeslund,et al. Vision-Based Traffic Sign Detection and Analysis for Intelligent Driver Assistance Systems: Perspectives and Survey , 2012, IEEE Transactions on Intelligent Transportation Systems.
[28] Paul A. Viola,et al. Robust Real-Time Face Detection , 2001, Proceedings Eighth IEEE International Conference on Computer Vision. ICCV 2001.
[29] Johannes Stallkamp,et al. Detection of traffic signs in real-world images: The German traffic sign detection benchmark , 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).
[30] Andrew Zisserman,et al. Representing shape with a spatial pyramid kernel , 2007, CIVR '07.
[31] José Luis Rojo-Álvarez,et al. Traffic sign segmentation and classification using statistical learning methods , 2015, Neurocomputing.
[32] Bill Triggs,et al. Histograms of oriented gradients for human detection , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).
[33] Andreas Møgelmose,et al. Detection of U.S. Traffic Signs , 2015, IEEE Transactions on Intelligent Transportation Systems.
[34] Faliang Chang,et al. Rapid Multiclass Traffic Sign Detection in High-Resolution Images , 2014, IEEE Transactions on Intelligent Transportation Systems.
[35] F. Larsson,et al. Correlating fourier descriptors of local patches for road sign recognition , 2011 .
[36] Xiaolin Hu,et al. Traffic sign detection by ROI extraction and histogram features-based recognition , 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).
[37] Trevor Darrell,et al. Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation , 2013, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[38] Mohamed El Ansari,et al. Traffic sign detection and recognition based on random forests , 2016, Appl. Soft Comput..
[39] Zhilu Wu,et al. A robust, coarse-to-fine traffic sign detection method , 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).
[40] Zhidong Deng,et al. Detection and Recognition of Traffic Planar Objects Using Colorized Laser Scan and Perspective Distortion Rectification , 2018, IEEE Transactions on Intelligent Transportation Systems.
[41] Kyung-Joong Kim,et al. Design of a visual perception model with edge-adaptive Gabor filter and support vector machine for traffic sign detection , 2013, Expert Syst. Appl..
[42] F. J. Acevedo-Rodríguez,et al. TRAFFIC SIGN CLASSIFICATION INVARIANT TO ROTATIONS USING SUPPORT VECTOR MACHINES , 2007 .
[43] Jianming Zhang,et al. A Real-Time Chinese Traffic Sign Detection Algorithm Based on Modified YOLOv2 , 2017, Algorithms.
[44] Cheng-Lin Liu,et al. Traffic Sign Detection Using a Cascade Method With Fast Feature Extraction and Saliency Test , 2017, IEEE Transactions on Intelligent Transportation Systems.
[45] Meng-Yin Fu,et al. A survey of traffic sign recognition , 2010, 2010 International Conference on Wavelet Analysis and Pattern Recognition.
[46] S. Lafuente-Arroyo,et al. Color images segmentation using the Support Vector Machines , 2003 .
[47] Fatih Murat Porikli,et al. Fast Detection of Multiple Objects in Traffic Scenes With a Common Detection Framework , 2015, IEEE Transactions on Intelligent Transportation Systems.
[48] Chenglu Wen,et al. Spatial-Related Traffic Sign Inspection for Inventory Purposes Using Mobile Laser Scanning Data , 2016, IEEE Transactions on Intelligent Transportation Systems.
[49] Ignacio Parra,et al. Automatic Traffic Signs and Panels Inspection System Using Computer Vision , 2011, IEEE Transactions on Intelligent Transportation Systems.
[50] Fatin Zaklouta,et al. Real-time traffic sign recognition in three stages , 2014, Robotics Auton. Syst..
[51] Arun Kumar Sangaiah,et al. Deep detection network for real-life traffic sign in vehicular networks , 2018, Comput. Networks.
[52] Yiping Chen,et al. Traffic Sign Occlusion Detection Using Mobile Laser Scanning Point Clouds , 2017, IEEE Transactions on Intelligent Transportation Systems.
[53] S. Xu,et al. Robust traffic sign shape recognition using geometric matching , 2009 .
[54] Pietro Perona,et al. Integral Channel Features , 2009, BMVC.
[55] Shengcai Liao,et al. Face Detection Based on Multi-Block LBP Representation , 2007, ICB.
[56] Federico Tombari,et al. A traffic sign detection pipeline based on interest region extraction , 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).
[57] Xiaoli Hao,et al. A Cognitively Motivated Method for Classification of Occluded Traffic Signs , 2017, IEEE Transactions on Systems, Man, and Cybernetics: Systems.
[58] Andrés Serna,et al. Detection, segmentation and classification of 3D urban objects using mathematical morphology and supervised learning , 2014 .
[59] Pavel Y. Yakimov,et al. Traffic Signs Detection Using Tracking with Prediction , 2015, ICETE.
[60] Jiujun Cheng,et al. Traffic sign detection based on cascaded convolutional neural networks , 2016, 2016 17th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD).
[61] 许华荣,et al. Towards Real-Time Traffic Sign Detection and Classification , 2016 .
[62] Cheng Wang,et al. Bag-of-visual-phrases and hierarchical deep models for traffic sign detection and recognition in mobile laser scanning data , 2016 .
[63] Majid Mirmehdi,et al. Real-Time Detection and Recognition of Road Traffic Signs , 2012, IEEE Transactions on Intelligent Transportation Systems.
[64] Jian Li,et al. Automatic detection of road traffic signs from natural scene images based on pixel vector and central projected shape feature , 2012 .
[65] Liang Zhong,et al. Robust Traffic-Sign Detection and Classification Using Mobile LiDAR Data With Digital Images , 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
[66] Xiaoli Hao,et al. Traffic Sign Detection via Graph-Based Ranking and Segmentation Algorithms , 2015, IEEE Transactions on Systems, Man, and Cybernetics: Systems.
[67] Vladimir Fursov,et al. Traffic Signs Detection and tracking using modified Hough transform , 2015, 2015 12th International Joint Conference on e-Business and Telecommunications (ICETE).
[68] Jesmin F. Khan,et al. Hierarchical clustering of EMD based interest points for road sign detection , 2014 .
[69] Pedro Arias,et al. Traffic sign detection in MLS acquired point clouds for geometric and image-based semantic inventory , 2016 .
[70] Nick Barnes,et al. Real-Time Regular Polygonal Sign Detection , 2005, FSR.
[71] Jordi Vitrià,et al. Traffic Sign Recognition Using Evolutionary Adaboost Detection and Forest-ECOC Classification , 2009, IEEE Transactions on Intelligent Transportation Systems.
[72] Mario Muñoz Organero,et al. Validating the Impact on Reducing Fuel Consumption by Using an EcoDriving Assistant Based on Traffic Sign Detection and Optimal Deceleration Patterns , 2013, IEEE Transactions on Intelligent Transportation Systems.
[73] David Shinar,et al. The effect of context and drivers' age on highway traffic signs comprehension , 2015 .
[74] Lijuan Liu,et al. A novel traffic sign detection method via color segmentation and robust shape matching , 2015, Neurocomputing.
[75] Fuchun Sun,et al. Supervised Low-Rank Matrix Recovery for Traffic Sign Recognition in Image Sequences , 2013, IEEE Signal Processing Letters.
[76] David G. Lowe,et al. Object recognition from local scale-invariant features , 1999, Proceedings of the Seventh IEEE International Conference on Computer Vision.
[77] José Manuel Pastor,et al. Visual sign information extraction and identification by deformable models for intelligent vehicles , 2004, IEEE Transactions on Intelligent Transportation Systems.
[78] Valeria Vignali,et al. Fixation distance and fixation duration to vertical road signs. , 2018, Applied ergonomics.
[79] Michael Felsberg,et al. Using Fourier Descriptors and Spatial Models for Traffic Sign Recognition , 2011, SCIA.
[80] Zhao Wang,et al. Robust chinese traffic sign detection and recognition with deep convolutional neural network , 2015, 2015 11th International Conference on Natural Computation (ICNC).
[81] Majid Mirmehdi,et al. Recognizing Text-Based Traffic Signs , 2015, IEEE Transactions on Intelligent Transportation Systems.
[82] Federico Tombari,et al. Traffic sign detection via interest region extraction , 2015, Pattern Recognit..
[83] Gareth Blake Loy,et al. Fast shape-based road sign detection for a driver assistance system , 2004, 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (IEEE Cat. No.04CH37566).
[84] Zhaohui Wu,et al. Weakly Supervised Metric Learning for Traffic Sign Recognition in a LIDAR-Equipped Vehicle , 2016, IEEE Transactions on Intelligent Transportation Systems.
[85] Pietro Perona,et al. Fast Feature Pyramids for Object Detection , 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[86] Alexander Wong,et al. MicronNet: A Highly Compact Deep Convolutional Neural Network Architecture for Real-Time Embedded Traffic Sign Classification , 2018, IEEE Access.
[87] Christophe Cudel,et al. Multi-ROI Association and Tracking With Belief Functions: Application to Traffic Sign Recognition , 2014, IEEE Transactions on Intelligent Transportation Systems.
[88] Pierre Charbonnier,et al. Road Sign Detection in Images: A Case Study , 2010, 2010 20th International Conference on Pattern Recognition.
[89] Ali Behloul,et al. An overview of traffic sign detection and classification methods , 2017, International Journal of Multimedia Information Retrieval.
[90] Wenyu Liu,et al. Traffic sign detection and recognition using fully convolutional network guided proposals , 2016, Neurocomputing.
[91] Sergio Lafuente-Arroyo,et al. Fundaments in Luminance and Retroreflectivity Measurements of Vertical Traffic Signs Using a Color Digital Camera , 2008, IEEE Transactions on Instrumentation and Measurement.
[92] Sinisa Segvic,et al. A computer vision assisted geoinformation inventory for traffic infrastructure , 2010, 13th International IEEE Conference on Intelligent Transportation Systems.
[93] Luke Fletcher,et al. Real-Time Speed Sign Detection Using the Radial Symmetry Detector , 2008, IEEE Transactions on Intelligent Transportation Systems.