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Traffic Sign Recognition

Traffic sign recognition is the task of recognising traffic signs in an image or video.

( Image credit: Novel Deep Learning Model for Traffic Sign Detection Using Capsule Networks )

Papers

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Showing 101–127 of 127 papers

TitleStatusHype
Gotta Catch 'Em All: Using Honeypots to Catch Adversarial Attacks on Neural NetworksCode0
Deep Learning for Large-Scale Traffic-Sign Detection and RecognitionCode0
Did You Miss the Sign? A False Negative Alarm System for Traffic Sign Detectors—0
A Three-Player GAN: Generating Hard Samples To Improve Classification Networks—0
RED-Attack: Resource Efficient Decision based Attack for Machine LearningCode0
CapsAttacks: Robust and Imperceptible Adversarial Attacks on Capsule Networks—0
Multi-layer Pruning Framework for Compressing Single Shot MultiBox Detector—0
Security for Machine Learning-based Systems: Attacks and Challenges during Training and Inference—0
FAdeML: Understanding the Impact of Pre-Processing Noise Filtering on Adversarial Machine Learning—0
TrISec: Training Data-Unaware Imperceptible Security Attacks on Deep Neural Networks—0
Total Recall: Understanding Traffic Signs using Deep Hierarchical Convolutional Neural NetworksCode0
Metric Learning for Novelty and Anomaly DetectionCode0
A Game-Based Approximate Verification of Deep Neural Networks with Provable GuaranteesCode0
A Hierarchical Deep Architecture and Mini-Batch Selection Method For Joint Traffic Sign and Light DetectionCode0
Efficient Traffic-Sign Recognition with Scale-aware CNN—0
Novel Deep Learning Model for Traffic Sign Detection Using Capsule NetworksCode0
Localized Traffic Sign Detection with Multi-scale Deconvolution Networks—0
MicronNet: A Highly Compact Deep Convolutional Neural Network Architecture for Real-time Embedded Traffic Sign ClassificationCode0
Deep neural network for traffic sign recognition systems: An analysis of spatial transformers and stochastic optimisation methodsCode0
DARTS: Deceiving Autonomous Cars with Toxic SignsCode0
Rogue Signs: Deceiving Traffic Sign Recognition with Malicious Ads and LogosCode0
CURE-TSR: Challenging Unreal and Real Environments for Traffic Sign RecognitionCode0
Co-domain Embedding using Deep Quadruplet Networks for Unseen Traffic Sign Recognition—0
Feature-Guided Black-Box Safety Testing of Deep Neural Networks—0
Traffic Sign Classification Using Deep Inception Based Convolutional NetworksCode0
A novel pLSA based Traffic Signs Classification System—0
Multi-column Deep Neural Networks for Image ClassificationCode0
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