Xiaofeng Zhao, Yebin Xu, Fei Wu, Jiahui Niu, Wei Cai, Zhili Zhang. Ground infrared target detection method based on a parallel attention mechanism (Invited)[J]. Infrared and Laser Engineering, 2022, 51(4): 20210290
- Infrared and Laser Engineering
- Vol. 51, Issue 4, 20210290 (2022)
Fig. 1. Downsampling channel conversion process
Fig. 2. SE attention mechanism
Fig. 3. Convolution module based on parallel attention mechanism
Fig. 4. PAM-YOLO target detection model
Fig. 5. Loss curve
Fig. 6. Comparison chart of target detection results. (a) Original image; (b)YOLOv3; (c) PAM-YOLO
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Table 1. Experimental results of different target detection models based on the Infrared-VOC dataset
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Table 2. Ablation experiment based on Infrared-VOC dataset
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Table 3. Comparison test of SE module and PAM module
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