Fan Gao, Xiaogang Yang, Ruitao Lu, Siyu Wang, Jiuan Gao, Hai Xia. Anchor-free lightweight infrared object detection method (Invited)[J]. Infrared and Laser Engineering, 2022, 51(4): 20220193
- Infrared and Laser Engineering
- Vol. 51, Issue 4, 20220193 (2022)
Fig. 1. Structure of PMFP
Fig. 2. Conventional convolution and asymmetric convolution
Fig. 3. Channel Shuffle
Fig. 4. Structure of Slim-Focus
Fig. 5. Comparison of down-sampling effect
Fig. 6. Structure of SkipBranch
Fig. 7. Structure of lightweight model PMFPSNet
Fig. 8. Structure of PANet
Fig. 9. Centerness label and IoU label
Fig. 10. Comparison of detection results
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Table 1. Comparison of model performance
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