Zhiyang XIAO, Jianpu LIN, Yongai ZHANG, Zhixian LIN. Detection of Beach Small Object Based on Multi‑layer Feature Map Information Fusion[J]. Optoelectronic Technology, 2023, 43(2): 142
- Optoelectronic Technology
- Vol. 43, Issue 2, 142 (2023)
Fig. 1. The structure of FMIF-YOLO network
Fig. 2. Structural schematic of GCSAM module
Fig. 3. Structural comparison between PANet and BIFPN
Fig. 4. Schematic of CIOU_Loss
Fig. 5. Some labeling processes and beach monitoring scenes
Fig. 6. Experimental PR curves of different methods
Fig. 7. Detection results of different networks
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Table 1. Experimental results of network model with different improvement strategies and their combinations
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Table 2. The results of different methods
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Table 3. The results of different methods on the Visdrone dataset
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