Zhenjiu Xiao, Jiehao Zhang, Bohan Lin. Feature coordination and fine-grained perception of small targets in remote sensing images[J]. Opto-Electronic Engineering, 2024, 51(6): 240066-1

Search by keywords or author
- Opto-Electronic Engineering
- Vol. 51, Issue 6, 240066-1 (2024)

Fig. 1. Overall model structure

Fig. 2. Structure of KernelWarehouse

Fig. 3. Feature synergy module

Fig. 4. Fine-grained aware detect head

Fig. 5. Aware attention mechanism

Fig. 6. Training results of the YOLOv8 algorithm

Fig. 7. Training results of the proposed algorithm

Fig. 8. Comparison of detection results
|
Table 1. Ablation experiments of the proposed algorithm in the DOTA1.0 dataset
|
Table 2. Experimental results of different algorithms on DOTA1.0 dataset; unit: %
|
Table 3. Experimental results of different algorithms on DOTA1.5 dataset; unit: %

Set citation alerts for the article
Please enter your email address