Yafei Dong

Single-image-based nonuniformity correction of uncooled long-wave infrared detectors: a deep-learning approach

Zewei He, Yanpeng Cao, Yafei Dong et al. · Applied Optics · 2018 · 134 citations

Convolutional Neural Network, Engineering, Column Fpn +23

Two-stream convolutional neural network for non-destructive subsurface defect detection via similarity comparison of lock-in thermography signals

Yanpeng Cao, Yafei Dong, Yanlong Cao et al. · NDT & E International · 2020 · 76 citations · Full text

Convolutional Neural Network, Image Analysis, Machine Learning +11

Spatio-Temporal 3-D Residual Networks for Simultaneous Detection and Depth Estimation of CFRP Subsurface Defects in Lock-In Thermography

Yafei Dong, Chenjie Xia, Jiangxin Yang et al. · IEEE Transactions on Industrial Informatics · 2021 · 33 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +25

Multiple-objective optimization of a reconfigurable assembly system via equipment selection and sequence planning

Jiangxin Yang, Fan Liu, Yafei Dong et al. · Computers & Industrial Engineering · 2022 · 18 citations

Industrial Design, Engineering, Industrial Engineering +14

Two-stage convolutional neural network for joint removal of sensor noise and background interference in lock-in thermography

Yafei Dong, Bowen Zhao, Jiangxin Yang et al. · NDT & E International · 2023 · 18 citations

Background Interference, Engineering, Thermography +4