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Traffic Sign Classification using Transformers
Traffic sign classification plays a crucial role in intelligent transportation systems (ITS) by ensuring accurate sign recognition for autonomous driving and Advanced Driver Assistance Systems (ADAS). However, traditional models struggle with challenges such as varying lighting conditions, occlusions, and visually similar signs, leading to ...Puvvala, Sree Dattha +3 more
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Lightweight deep network for traffic sign classification
Annals of Telecommunications, 2019Deeper neural networks have achieved great results in the field of computer vision and have been successfully applied to tasks such as traffic sign recognition. However, as traffic sign recognition systems are often deployed in resource-constrained environments, it is critical for the network design to be slim and accurate in these instances ...
Jianming Zhang +4 more
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Traffic Sign Detection and Classification
2023 IEEE International Conference on Computer Vision and Machine Intelligence (CVMI), 2023Vinayak Sharma +2 more
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Traffic Sign Classification Based on Prototypes
2021 16th International Conference on Intelligent Systems and Knowledge Engineering (ISKE), 2021Hao Fu, Hongjun Wang
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Traffic Sign Classification using Deep Learning
2023 Third International Conference on Artificial Intelligence and Smart Energy (ICAIS), 2023Ramya Sree Pothineni +3 more
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Deep Learning for Large-Scale Traffic-Sign Detection and Recognition
IEEE Transactions on Intelligent Transportation Systems, 2020Domen Tabernik, Danijel Skočaj
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Cascade saccade machine learning network with hierarchical classes for traffic sign detection
Sustainable Cities and Society, 2021Yury Gaponenko
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On circular traffic sign detection and recognition
Expert Systems With Applications, 2016CÜneyt Akinlar, Serkan Gunal
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