基于无监督域适应的跨场景带钢表面缺陷识别

刘坤,杨晓松

Surface defect identification of cross scene strip based on unsupervised domain adaptation

Kun LIU,Xiao-song YANG

表 3 光照损失函数的消融实验

Tab.3 Ablation experiment of light loss function

${L_{{\rm{exp}}} }$ ${L_{{\rm{spa}}} }$ ${L_{ {\rm{tuA} } } }$ P/% R/% F/% — — — 90.04 86.07 85.11 √ — — 94.30 92.93 92.35 — √ — 90.83 88.76 88.08 — — √ 91.29 88.27 86.75 √ √ — 97.36 97.03 97.20 √ — √ 96.27 95.50 95.56 — √ √ 90.92 88.10 86.99 √ √ √ 98.36 98.03 98.20