Yongfeng Dong, Changtao Zhang, Peng Wang, Zhe Feng. Airplane Detection of Optical Remote Sensing Images Based on Deep Learning[J]. Laser & Optoelectronics Progress, 2020, 57(4): 041007
- Laser & Optoelectronics Progress
- Vol. 57, Issue 4, 041007 (2020)
Fig. 1. Structural diagram of Mask-RCNN
Fig. 2. Core module of ResNet
Fig. 3. Principle of ROIAlign
Fig. 4. Network structures of feature extraction for ResNet50. (a) Original structure; (b) improved structure
Fig. 6. First set of contrast pictures. (a) Original picture; (b) picture detected by Mask-RCNN; (c) picture detected by SMask-RCNN
Fig. 7. Second set of contrast pictures. (a) Original picture; (b) picture detected by Mask-RCNN; (c) picture detected by SMask-RCNN
|
Table 1. Real size table of different models of aircrafts
| |||||||||||||||||||||||
Table 2. Comparison of mAP values of different models at different IOU values%
Set citation alerts for the article
Please enter your email address
© Copyright 2018-2021 | Chinese Laser Press. All Rights Reserved 沪ICP备15018463号-20