Pan Ou, Zheng Zhang, Kui Lu, Zeyang Liu. Object Detectionin of Remote Sensing Images Based on Convolutional Neural Networks[J]. Laser & Optoelectronics Progress, 2019, 56(5): 051002
- Laser & Optoelectronics Progress
- Vol. 56, Issue 5, 051002 (2019)
Fig. 1. Schematic of rotation transformation. (a) Rotation principle; (b) target rotation
Fig. 2. Structural diagram of spatial transformation network
Fig. 3. Schematic of improved method
Fig. 4. Statistical figure of angle distribution. (a) Histogram of angle distribution; (b) targets with different orientations
Fig. 5. Samples from training dataset
Fig. 6. Negative samples
Fig. 7. Average precision versus sample number
Fig. 8. Detection results of plane
Fig. 9. Detection results of car
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Table 1. Performance comparison among different detection methods
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Table 2. Comparison of detection results for different classes%
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