Daxiang LI, Jiani XIN, Ying LIU. Position-sensitive Transformer aerial image object detection model[J]. Optics and Precision Engineering, 2024, 32(5): 727
- Optics and Precision Engineering
- Vol. 32, Issue 5, 727 (2024)
Fig. 1. Schematic diagram of PS-TOD model
Fig. 2. Fusion scheme of PCE3DA cross layer feature map
Fig. 3. Flow chart of position channel embedding 3D attention
Fig. 4. Position sensitive self-attention mechanism
Fig. 5. Encoder-decoder structure
Fig. 6. Partial detection results of PS-TOD on VisDrone test set
Fig. 7. Comparison of small object detection result
|
Table 1. Ablation experiment results on VisDrone test set
|
Table 2. Experimental results for different attention mechanisms and using multi-scale features
|
Table 3. Experimental results of different relative position calculation methods
|
Table 4. Performance comparison of different algorithms on VisDrone test set
|
Table 5. Experimental results of different categories on VisDrone test set
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