Mingming Zhu, Yuelei Xu, Shiping Ma, Shuai Li, Hongqiang Ma. Airplane Detection Based on Feature Fusion and Soft Decision in Remote Sensing Images[J]. Acta Optica Sinica, 2019, 39(2): 0210001
- Acta Optica Sinica
- Vol. 39, Issue 2, 0210001 (2019)
Fig. 1. Architecture of Faster R-CNN
Fig. 2. Structure of RPN
Fig. 3. Structure of feature fusion
Fig. 4. Non-maximum suppression
Fig. 5. Results of omission detection
Fig. 6. Examples of data. (a) Training data; (b) test data
Fig. 7. Transfer learning
Fig. 8. Network detection results by different methods. (a) Results of 5th layer; (b) results after fusion of 3, 4, 5 layers
Fig. 9. Airplane detection results before and after improvement of NMS algorithm. (a) Traditional NMS; (b) improved NMS
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Table 1. Results of feature fusion
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Table 2. Comparison among airplane detection results by different methods
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