Xing Gu, Weida Zhan, Ziwei Cui, Tingting Gui, Yanli Shi, Jiahui Hu. Infrared Target Detection Method Based on Attention Mechanism[J]. Laser & Optoelectronics Progress, 2023, 60(10): 1011002
- Laser & Optoelectronics Progress
- Vol. 60, Issue 10, 1011002 (2023)
Fig. 1. PAM module
Fig. 2. Channel attention module
Fig. 3. Spatial attention module
Fig. 4. Pbottleneck module
Fig. 5. Overall network framework of proposed algorithm
Fig. 6. Multiscale detection network architecture
Fig. 7. Backbone network and decoder network. (a) Backbone network; (b) decoder network
Fig. 8. Graphs of detection results. (a) YOLO v3; (b) E-YOLO; (c) scSE-IYOLOv4; (d) proposed algorithm
|
Table 1. Backbone network structure
|
Table 2. Experimental results of four algorithms on FLIR dataset
|
Table 3. Experimental results of four algorithms on TNO dataset
|
Table 4. Comparison of results of ablation experiment 1
|
Table 5. Comparison of results of ablation experiment 2
|
Table 6. Comparison of results of ablation experiment 3
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