Tao ZHOU, Yuhu DU, Daozong SHI, Caiyue PENG, Huiling LU. Mandibular fracture detection with 3M-YOLOv5 network based on enhanced feature extraction capability[J]. Optics and Precision Engineering, 2023, 31(21): 3178
- Optics and Precision Engineering
- Vol. 31, Issue 21, 3178 (2023)
Fig. 1. Structure of 3M-YOLOv5 network
Fig. 2. Unfold and Fold operations
Fig. 3. Ghost convolution module
Fig. 4. Structure reparameterization module
Fig. 5. Cross dimension attention module
Fig. 6. Bidirectional feature fusion module
Fig. 7. Mandibular CT image dataset
Fig. 8. Detection results of mandibular fracture CT images
Fig. 9. Radar map of ablation experiment
Fig. 10. Radar map of comparison experiment
|
Table 1. Result of ablation experiment
|
Table 2. Comparison of experiment results with different networks
Set citation alerts for the article
Please enter your email address
© Copyright 2018-2021 | Chinese Laser Press. All Rights Reserved 沪ICP备15018463号-20