Xiaoyu Feng, Wei Mei, Dashuai Hu. Aerial Target Detection Based on Improved Faster R-CNN[J]. Acta Optica Sinica, 2018, 38(6): 0615004
- Acta Optica Sinica
- Vol. 38, Issue 6, 0615004 (2018)
Fig. 1. Frame of Faster R-CNN
Fig. 2. Accumulation of dilation
Fig. 3. Pooling of feature map
Fig. 4. Regional amplification
Fig. 5. Influences of scale and occlusion on confidences
Fig. 6. False positive with high confidence
Fig. 7. Frame of improved Faster R-CNN
Fig. 8. Examples of detection results
Fig. 9. Examples of detection results of M4
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Table 1. Dataset of aerial targets
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Table 2. Result on test set1 %
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Table 3. Result on test set2%
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Table 4. Detection performances on class aero of VOC
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