Xiangkai Shen

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 11

Top Topics

Spatiotemporal Features

Defect Detection

Labeled Samples

Gamma Distributions

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Ind. Electron.

IEEE Trans. Ind. Informatics

IEEE Trans Autom. Sci. Eng.

Publications

Lin Jiang, Huaguang Zhang, Jinhai Liu, Qi Xiao, Xiangkai Shen, Hang Xu
A Physics-Guided MFL Deformed Defect Recovery Method. IEEE Trans Autom. Sci. Eng. 21 (2) (2024)
Lei Wang, Huaguang Zhang, Jinhai Liu, Xiangkai Shen, Fengyuan Zuo
Irregular Defect Size Estimation for the Magnetic Flux Leakage Detection System via Expertise-Informed Collaborative Network. IEEE Trans. Ind. Electron. 71 (10) (2024)
Xiangkai Shen, Jinhai Liu, Lin Jiang, Xiaoyuan Liu, Huaguang Zhang
A Novel Weld Defect Detection Method for Intelligent Magnetic Flux Leakage Detection System via Contextual Relation Network. IEEE Trans. Ind. Electron. 71 (6) (2024)
Xiaoyuan Liu, Jinhai Liu, Huanqun Zhang, Huaguang Zhang, Xiangkai Shen
DGICR-Net: Dual-Graph Interactive Consistency Reasoning Network for Weld Defect Recognition With Limited Labeled Samples. IEEE Trans. Instrum. Meas. 73 (2024)
Jinhai Liu, Xiangkai Shen, Jianfeng Wang, Lin Jiang, Huaguang Zhang
An Intelligent Defect Detection Approach Based on Cascade Attention Network Under Complex Magnetic Flux Leakage Signals. IEEE Trans. Ind. Electron. 70 (7) (2023)
Lin Jiang, Huaguang Zhang, Jinhai Liu, Xiangkai Shen, Lei Wang
Pipeline Irregular Defect Inversion for Magnetic Flux Leakage Detection System Based on Heterogeneous Multiclass Feature Fusion. IEEE Trans. Instrum. Meas. 72 (2023)
Xiangkai Shen, Jinhai Liu, Jiayue Sun, Lin Jiang, He Zhao, Huaguang Zhang
SSCT-Net: A Semisupervised Circular Teacher Network for Defect Detection With Limited Labeled Multiview MFL Samples. IEEE Trans. Ind. Informatics 19 (10) (2023)
He Zhao, Jinhai Liu, Jianhua Tang, Xiangkai Shen, Senxiang Lu, Qiannan Wang
A MFL Mechanism-Based Self-Supervised Method for Defect Detection With Limited Labeled Samples. IEEE Trans. Instrum. Meas. 72 (2023)
Lin Jiang, Huaguang Zhang, Jinhai Liu, Xiangkai Shen, Hang Xu
A Multisensor Cycle-Supervised Convolutional Neural Network for Anomaly Detection on Magnetic Flux Leakage Signals. IEEE Trans. Ind. Informatics 18 (11) (2022)
Lin Jiang, Hang Xu, Jinhai Liu, Xiangkai Shen, Senxiang Lu, Zhan Shi
Anomaly detection of industrial multi-sensor signals based on enhanced spatiotemporal features. Neural Comput. Appl. 34 (11) (2022)
Lin Jiang, Huaguang Zhang, Jinhai Liu, Xiangkai Shen, Hang Xu
THMS-Net: A Two-Stage Heterogeneous Signals Mutual Supervision Network for MFL Weak Defect Detection. IEEE Trans. Instrum. Meas. 71 (2022)