Haiyong CHEN, Dengbin LIU, Xingwei YAN. Infrared image UAV target detection algorithm based on IDOU-YOLO[J]. Journal of Applied Optics, 2024, 45(4): 723
- Journal of Applied Optics
- Vol. 45, Issue 4, 723 (2024)
Fig. 1. IDOU-YOLO algorithm model
Fig. 2. Structure diagram of MMFPN and common neck network
Fig. 3. Schematic diagram of MMFPN path
Fig. 4. Schematic diagram of SIOU loss parameters
Fig. 5. Images of detection results for algorithm
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Table 1. Overall properties of IDOU-YOLO and YOLOv7 on anti-UAV dataset
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Table 2. Experimental results of performance of neck network comparison
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Table 3. Experimental results of bounding box loss function comparison
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Table 4. Comparative experimental results of IDOU-YOLO and mainstream target detection algorithms
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