Traffic Sign Recognition Techniques

Focusing on methodologies for detecting and recognizing traffic signs in images, this cluster includes advanced algorithms aimed at improving accuracy under various conditions.

traffic sign detection
image recognition
multi-feature fusion
machine learning
neural networks

2,255 papers

Parent topic: Computer Vision Detection Techniques

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Papers Over Time

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Top Papers

RetinaNet With Difference Channel Attention And Adaptively Spatial Feature Fusion For Steel Surface Defect Detection

2021 · 135 citations

Detection Of Small Objects In Clutter Using A GA-RBF Neural Network

2002 · 91 citations

Multi-Feature Fusion And Enhancement Single Shot Detector For Traffic Sign Recognition

2020 · 75 citations

Two-Stage Road Sign Detection And Recognition

2007 · 67 citations

Traffic Sign Detection Using A Multi-Scale Recurrent Attention Network

2019 · 65 citations

Pavement Crack Detection Network Based On Pyramid Structure And Attention Mechanism

2020 · 58 citations

Robust Detection Method For Improving Small Traffic Sign Recognition Based On Spatial Pyramid Pooling

2021 · 52 citations

Traffic Sign Recognition With Lightweight Two-Stage Model In Complex Scenes

2022 · 36 citations

A Traffic-Sign Detection Algorithm Based On Improved Sparse R-cnn

2021 · 34 citations

Learning Region-Based Attention Network For Traffic Sign Recognition

2021 · 34 citations

Real-time Traffic Sign Detection Based On Multiscale Attention And Spatial Information Aggregator

2022 · 33 citations

Traffic Sign Recognition Using HOG-SVM And Grid Search

2014 · 32 citations

Adaptive Dual-Point Hough Transform For Object Recognition

2004 · 25 citations

Robust Recognition Of Checkerboard Pattern For Camera Calibration

2006 · 23 citations

Video Shot Boundary Detection Using Multiscale Geometric Analysis Of Nsct And Least Squares Support Vector Machine

2017 · 20 citations

Traffic Sign Detection And Recognition Using Multi-Scale Fusion And Prime Sample Attention

2021 · 20 citations

Dynamic Color Object Recognition Using Fuzzy Logic

2004 · 19 citations

Traffic Sign Recognition Based On Convolutional Neural Network Model

2020 · 19 citations

Traffic Sign Recognition In Harsh Environment Using Attention Based Convolutional Pooling Neural Network

2020 · 18 citations

A Novel Traffic Sign Recognition System Combining Viola–Jones Framework And Deep Learning

2019 · 17 citations