基于多尺度图像特征融合的有机涂层寿命预测研究

李婕, 孟凡帝, 孙学思, 李佳妮, 陈思涵, 李则蓝, 迟剑宁, 亓海霞, 王福会, 刘莉

Lifetime Prediction for Organic Coatings via Feature Integration of Multi-Scale Images

LI Jie, MENG Fandi, SUN Xuesi, LI Jiani, CHEN Sihan, LI Zelan, CHI Jianning, QI Haixia, WANG Fuhui, LIU Li

表1 3种单尺度深度学习模型与MMFCT融合模型的4种预测性能指标结果对比

Table 1 Comparison of four predictive performance indicators between three single-scale deep learning models and the MMFCT integration model

Model Accuracy Loss Specificity Sensitivity A(SEM) 0.669 0.402 0.659 0.682 B(OM) 0.625 0.445 0.608 0.631 C(CLCM) 0.612 0.465 0.601 0.615 MMFCT 0.881 0.229 0.867 0.893