Tongzhi Niu

According to our database, Tongzhi Niu authored at least 22 papers between 2019 and 2026.

Collaborative distances:

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

2026

SAF: A Structure-Aware Framework for Radial Ice Thickness Detection on Overhead Transmission Lines.

Hui Zhang, Youyuan Tang, Rui Du, Yihong Cao, Kaining Zhang, Yunkang Cao, Tongzhi Niu, Jianxu Mao, Yaonan Wang

IEEE Trans. Ind. Informatics, May, 2026

An Integrated Sensing-Computing Processor for Spectral-Based Chinese Herbal Medicine Classification With Algorithm-FPGA Co-Design.

Hui Zhang, Hai Wang, Bingrui Zhao, Tongzhi Niu, Yunkang Cao, Yaonan Wang

IEEE Trans. Ind. Electron., May, 2026

FPF: A Focused Perception Framework for Small Defect Identification in Complex Power Scenarios.

Hui Zhang, Hang Liu, Baheti Biekezat, Rui Du, Yunkang Cao, Kaining Zhang, Tongzhi Niu, Yaonan Wang

IEEE Trans. Ind. Informatics, April, 2026

Background-Adaptive Neural Networks for Surface Mount Device Defect Segmentation by Comparing With Positive Samples.

Tongzhi Niu, Biao Chen, Yexin Fan, Kai Li, Fuqiang Zhong, Bin Li, Hui Zhang

IEEE Trans. Consumer Electron., February, 2026

2025

Bayes-DIC Net: Estimating Digital Image Correlation Uncertainty with Bayesian Neural Networks.

Biao Chen, Zhenhua Lei, Yahui Zhang, Tongzhi Niu

CoRR, December, 2025

2024

Research and prospects of virtual reality systems applying exoskeleton technology.

Wenqian Qi, Shouqian Sun, Tongzhi Niu, Dongwei Zhao

Univers. Access Inf. Soc., March, 2024

A novel deep learning motivated data augmentation system based on defect segmentation requirements.

Shuanlong Niu, Yaru Peng, Bin Li, Yuanhong Qiu, Tongzhi Niu, Weifeng Li

J. Intell. Manuf., February, 2024

A-Net: An A-Shape Lightweight Neural Network for Real-Time Surface Defect Segmentation.

Biao Chen, Tongzhi Niu, Wenyong Yu, Ruoqi Zhang, Zhenrong Wang, Bin Li

IEEE Trans. Instrum. Meas., 2024

A drift detection method for industrial images based on a defect segmentation model.

Weifeng Li, Bin Li, Zhenrong Wang, Chaochao Qiu, Shuanlong Niu, Xin Tan, Tongzhi Niu

Knowl. Based Syst., 2024

Feature matching driven background generalization neural networks for surface defect segmentation.

Biao Chen, Tongzhi Niu, Ruoqi Zhang, Hang Zhang, Yuchen Lin, Bin Li

Knowl. Based Syst., 2024

Learning trustworthy model from noisy labels based on rough set for surface defect detection.

Tongzhi Niu, Zhenrong Wang, Weifeng Li, Kai Li, Yuwei Li, Guiyin Xu, Bin Li

Appl. Soft Comput., 2024

NAS-ASDet: An adaptive design method for surface defect detection network using neural architecture search.

Zhenrong Wang, Bin Li, Weifeng Li, Shuanlong Niu, Miao Wang, Tongzhi Niu

Adv. Eng. Informatics, 2024

A multisensory Interaction Framework for Human-Cyber-Physical System based on Graph Convolutional Networks.

Wenqian Qi, Chun-Hsien Chen, Tongzhi Niu, Shuhui Lyu, Shouqian Sun

Adv. Eng. Informatics, 2024

2023

A generalized well neural network for surface defect segmentation in Optical Communication Devices via Template-Testing comparison.

Tongzhi Niu, Zhiyu Xie, Jie Zhang, Lixin Tang, Bin Li, Hao Wang

Comput. Ind., October, 2023

Selecting informative data for defect segmentation from imbalanced datasets via active learning.

Weifeng Li, Bin Li, Shuanlong Niu, Zhenrong Wang, Baohui Liu, Tongzhi Niu

Adv. Eng. Informatics, April, 2023

NAS-ASDet: An Adaptive Design Method for Surface Defect Detection Network using Neural Architecture Search.

Zhenrong Wang, Bin Li, Weifeng Li, Shuanlong Niu, Wang Miao, Tongzhi Niu

CoRR, 2023

Learning Trustworthy Model from Noisy Labels based on Rough Set for Surface Defect Detection.

Tongzhi Niu, Bin Li, Kai Li, Yufeng Lin, Yuwei Li, Weifeng Li, Zhenrong Wang

CoRR, 2023

Background-Adaptive Surface Defect Detection Neural Networks via Positive Samples.

Tongzhi Niu, Biao Chen, Zhenrong Wang, Ruoqi Zhang, Bin Li

Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

2022

Joint-Prior-Based Uneven Illumination Image Enhancement for Surface Defect Detection.

Yuanhong Qiu, Shuanlong Niu, Tongzhi Niu, Weifeng Li, Bin Li

Symmetry, 2022

Clear Memory-Augmented Auto-Encoder for Surface Defect Detection.

Wei Luo, Tongzhi Niu, Lixin Tang, Wenyong Yu, Bin Li

CoRR, 2022

2020

Uneven Illumination Surface Defects Inspection Based on Saliency Detection and Intrinsic Image Decomposition.

Yuanhong Qiu, Lixin Tang, Bin Li, Suanlong Niu, Tongzhi Niu

IEEE Access, 2020

2019

DefectGAN: Weakly-Supervised Defect Detection using Generative Adversarial Network.

Shuanlong Niu, Hui Lin, Tongzhi Niu, Bin Li, Xinggang Wang

Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019