About
Contact & Profiles
A5073303769
Research Areas
- Advanced Neural Network Applications
- Vehicle License Plate Recognition
- Video Surveillance and Tracking Methods
Xi'an University of Science and Technology
2023
Focusing on the problems of complex detection network structure, multiple parameters, and low accuracy in process traffic sign detection, a lightweight algorithm MC-YOLOv5 is proposed. Firstly, backbone feature extraction structure CSPDarkNet-53 YOLOv5 replaced by Mobilenetv2, depth separable convolution introduced to reduce parameters computation; Then, K-means++ clustering used generate priori anchor frame automatically; Finally, CBAM attention mechanism into strengthen representation...
10.1145/3582649.3582655
article
EN
2023-01-06
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