Kechen Song

An End-to-End Steel Surface Defect Detection Approach via Fusing Multiple Hierarchical Features

Yu He, Kechen Song, Qinggang Meng et al. · IEEE Transactions on Instrumentation and Measurement · 2019 · 1.2K citations

Defect Detection Data, Image Classification, Convolutional Neural Network +15

A noise robust method based on completed local binary patterns for hot-rolled steel strip surface defects

Kechen Song, Yunhui Yan · Applied Surface Science · 2013 · 854 citations

Noise Robust Method, Engineering, Mechanical Engineering +3

PGA-Net: Pyramid Feature Fusion and Global Context Attention Network for Automated Surface Defect Detection

Hongwen Dong, Kechen Song, Yu He et al. · IEEE Transactions on Industrial Informatics · 2019 · 494 citations

Convolutional Neural Network, Image Analysis, Feature Detection +15

Triplet-Graph Reasoning Network for Few-Shot Metal Generic Surface Defect Segmentation

Yanqi Bao, Kechen Song, Jie Liu et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 277 citations

Engineering, Machine Learning, Computer-aided Design +18

EDRNet: Encoder–Decoder Residual Network for Salient Object Detection of Strip Steel Surface Defects

Guorong Song, Kechen Song, Yunhui Yan · IEEE Transactions on Instrumentation and Measurement · 2020 · 273 citations

Convolutional Neural Network, Engineering, Feature Detection +17