Chinese Journal of Liquid Crystals and Displays, Volume. 38, Issue 11, 1511(2023)
Attributed scattering center matching based on deep belief network and application in target recognition of SAR images
Fig. 5. Comparison of average recognition rates under noise corruption
Fig. 6. Comparison of average recognition rates under partial occlusion
Table 1. Experimental setup of SOC
View tableView in ArticleTable 1. Experimental setup of SOC
目标类别 BMP2 BTR70 T72 T62 BRDM2 BTR60 ZSU23/4 D7 ZIL131 2S1 模板（训练）集 230 230 229 296 295 253 296 296 296 296 测试集 584 230 579 270 281 192 271 281 281 281
Table 2. Comparison of average recognition rates under SOC
View tableView in ArticleTable 2. Comparison of average recognition rates under SOC
方法类型 平均识别率/% 本文方法 99.42 Hungarian匹配 98.74 多层次匹配 98.92 目标重构 98.87 BEMD 99.04 ResNet 99.18
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Yan-long XU, Hao PAN, Bai-yuan DING. Attributed scattering center matching based on deep belief network and application in target recognition of SAR images[J]. Chinese Journal of Liquid Crystals and Displays, 2023, 38(11): 1511
Category: Research Articles
Received: Feb. 9, 2023
Accepted: --
Published Online: Nov. 29, 2023
The Author Email: Hao PAN (panhao@syuct.edu.cn)
