Laser & Optoelectronics Progress, Volume. 60, Issue 10, 1011002(2023)
Infrared Target Detection Method Based on Attention Mechanism
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
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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
Category: Imaging Systems
Received: Dec. 20, 2021
Accepted: Feb. 14, 2022
Published Online: May. 23, 2023
The Author Email: Zhan Weida (zhanweida@cust.edu.cn)