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Menghui Niu
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2020 – today
- 2024
- [j10]Shuai Ma, Kechen Song, Menghui Niu, Hongkun Tian, Yanyan Wang, Yunhui Yan:
Feature-based domain disentanglement and randomization: A generalized framework for rail surface defect segmentation in unseen scenarios. Adv. Eng. Informatics 59: 102274 (2024) - [j9]Shuai Ma, Kechen Song, Menghui Niu, Hongkun Tian, Yunhui Yan:
Cross-scale fusion and domain adversarial network for generalizable rail surface defect segmentation on unseen datasets. J. Intell. Manuf. 35(1): 367-386 (2024) - [j8]Chao Wang, Weixi Luo, Menghui Niu, Jiqiang Li, Kechen Song:
A Binocular Color Line-Scanning Stereo Vision System for Heavy Rail Surface Detection and Correction Method of Motion Distortion. J. Imaging 10(6): 144 (2024) - 2023
- [j7]Shuai Ma, Kechen Song, Menghui Niu, Hongkun Tian, Yanyan Wang, Yunhui Yan:
Shape-Consistent One-Shot Unsupervised Domain Adaptation for Rail Surface Defect Segmentation. IEEE Trans. Ind. Informatics 19(9): 9667-9679 (2023) - [j6]Yanyan Wang, Menghui Niu, Kechen Song, Peng Jiang, Yunhui Yan:
Normal-Knowledge-Based Pavement Defect Segmentation Using Relevance-Aware and Cross-Reasoning Mechanisms. IEEE Trans. Intell. Transp. Syst. 24(4): 4413-4427 (2023) - 2022
- [j5]Liming Huang, Kechen Song, Jie Wang, Menghui Niu, Yunhui Yan:
Multi-Graph Fusion and Learning for RGBT Image Saliency Detection. IEEE Trans. Circuits Syst. Video Technol. 32(3): 1366-1377 (2022) - 2021
- [j4]Menghui Niu, Kechen Song, Liming Huang, Qi Wang, Yunhui Yan, Qinggang Meng:
Unsupervised Saliency Detection of Rail Surface Defects Using Stereoscopic Images. IEEE Trans. Ind. Informatics 17(3): 2271-2281 (2021) - [j3]Menghui Niu, Yanyan Wang, Kechen Song, Qi Wang, Yongjie Zhao, Yunhui Yan:
An Adaptive Pyramid Graph and Variation Residual-Based Anomaly Detection Network for Rail Surface Defects. IEEE Trans. Instrum. Meas. 70: 1-13 (2021) - [j2]Defu Zhang, Kechen Song, Jing Xu, Yu He, Menghui Niu, Yunhui Yan:
MCnet: Multiple Context Information Segmentation Network of No-Service Rail Surface Defects. IEEE Trans. Instrum. Meas. 70: 1-9 (2021)
2010 – 2019
- 2018
- [j1]Menghui Niu, Kechen Song, Xin Wen, Defu Zhang, Yunhui Yan:
The Line Scan Camera Calibration Based on Space Rings Group. IEEE Access 6: 23711-23721 (2018)
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