Traffic Sign Small Object Detection Algorithm Combining Multi-feature and Accurate Location

• Published in: 2024 IEEE International Conference on Cognitive Computing and Complex Data (ICCD) pp. 131 - 138
• Main Authors: Ke, Zunwang, Chen, Shuaibo, Du, Minghua, Zhou, Jisheng, Zhang, Yugui
• Format: Conference Proceeding
• Language: English
• Published: IEEE 28.09.2024
• Subjects: Accuracy; Autonomous vehicles; Cognitive systems; Data visualization; Feature extraction; Fuses; Normalized Gaussian distance; Object detection; Robustness; Sensitivity; traffic sign detection; Triple feature fusion; YOLOv8

In the rapid development of autonomous driving technology, the accurate detection of traffic signs has become an indispensable part. Traffic signs are usually small in size, which leads to low detection accuracy, missed detections, and false detections with general object detection algorithms when c...