Kewen Li, Baohua Zhang, Xiaoqi Lv, Yu Gu, Yueming Wang, Xin Liu, Yan Ren, Jianjun Li, Ming Zhang. Remote Sensing Aircraft Detection Based on Smooth Label and Multipath Aggregation Network[J]. Laser & Optoelectronics Progress, 2022, 59(12): 1210011
- Laser & Optoelectronics Progress
- Vol. 59, Issue 12, 1210011 (2022)
Fig. 1. Overall network structure
Fig. 2. Structure diagram of multipath aggregation network
Fig. 3. Data enhancement comparison. (a) Original image; (b) enhanced image
Fig. 4. Comparison of visual results of different algorithms. (a) SSD algorithm; (b) YOLOv4 algorithm; (c) YOLOv4-mobilenet algorithm; (d) proposed algorithm
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Table 1. Results comparison of different smoothed label values
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Table 2. Comparison of RSOD test results
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Table 3. Comparison of HRRSD test results
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Table 4. Ablation experiment
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