Menghui Niu

According to our database, Menghui Niu authored at least 9 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Cross-scale fusion and domain adversarial network for generalizable rail surface defect segmentation on unseen datasets.

Shuai Ma, Kechen Song, Menghui Niu, Hongkun Tian, Yunhui Yan

J. Intell. Manuf., January, 2024

Feature-based domain disentanglement and randomization: A generalized framework for rail surface defect segmentation in unseen scenarios.

Shuai Ma, Kechen Song, Menghui Niu, Hongkun Tian, Yanyan Wang, Yunhui Yan

Adv. Eng. Informatics, 2024

2023

Normal-Knowledge-Based Pavement Defect Segmentation Using Relevance-Aware and Cross-Reasoning Mechanisms.

Yanyan Wang, Menghui Niu, Kechen Song, Peng Jiang, Yunhui Yan

IEEE Trans. Intell. Transp. Syst., April, 2023

Shape-Consistent One-Shot Unsupervised Domain Adaptation for Rail Surface Defect Segmentation.

Shuai Ma, Kechen Song, Menghui Niu, Hongkun Tian, Yanyan Wang, Yunhui Yan

IEEE Trans. Ind. Informatics, 2023

2022

Multi-Graph Fusion and Learning for RGBT Image Saliency Detection.

Liming Huang, Kechen Song, Jie Wang, Menghui Niu, Yunhui Yan

IEEE Trans. Circuits Syst. Video Technol., 2022

2021

MCnet: Multiple Context Information Segmentation Network of No-Service Rail Surface Defects.

Defu Zhang, Kechen Song, Jing Xu, Yu He, Menghui Niu, Yunhui Yan

IEEE Trans. Instrum. Meas., 2021

An Adaptive Pyramid Graph and Variation Residual-Based Anomaly Detection Network for Rail Surface Defects.

Menghui Niu, Yanyan Wang, Kechen Song, Qi Wang, Yongjie Zhao, Yunhui Yan

IEEE Trans. Instrum. Meas., 2021

Unsupervised Saliency Detection of Rail Surface Defects Using Stereoscopic Images.

Menghui Niu, Kechen Song, Liming Huang, Qi Wang, Yunhui Yan, Qinggang Meng

IEEE Trans. Ind. Informatics, 2021

2018

The Line Scan Camera Calibration Based on Space Rings Group.

Menghui Niu, Kechen Song, Xin Wen, Defu Zhang, Yunhui Yan

IEEE Access, 2018