Li-Yuan LI, Xiao-Yan LI, Zhuo-Yue HU, Xiao-Feng SU, Fan-Sheng CHEN. The research on lightweight SAR ship detection method based on regression model and attention[J]. Journal of Infrared and Millimeter Waves, 2022, 41(3): 618
- Journal of Infrared and Millimeter Waves
- Vol. 41, Issue 3, 618 (2022)
Fig. 1. Lightweight regression ImShips model
Fig. 2. SElayer module
Fig. 3. DWConv module
Fig. 4. Regression prediction results of SAR images with simple background：（a）wide sea，and complex background：（b-g）shoreside，（h）river channel，（i，j）port，（k）different hull sizes
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Table 1. Confusion matrix
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Table 2. Model parameter
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Table 3. Model evaluation
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