Kuo Zhang, Zhangjin Chen, Dong Qiao, Yan Zhang. Real-Time Image Detection via Remote Sensing Based on Receptive Field and Feature Enhancement[J]. Laser & Optoelectronics Progress, 2023, 60(2): 0228001
- Laser & Optoelectronics Progress
- Vol. 60, Issue 2, 0228001 (2023)
Fig. 1. YOLOv4 network structure diagram
Fig. 2. Bottleneck structure
Fig. 3. Structure design of PANet-lite
Fig. 4. Receptive field enhancement module
Fig. 5. Channel attention mechanism structure
Fig. 6. Spatial attention mechanism structure
Fig. 7. Improved network structure
Fig. 8. Training loss curve of proposed model
Fig. 9. Detecting results comparison
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Table 1. Description of MobileNetV2 structure after pruning
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Table 2. Ablation experiment comparison results
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Table 3. Comparison of experimental results between proposed model and other models
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