Tongzhi Niu - Publications, H-index & Citations

Tongzhi Niu

hunan university

11H指数

30论文数

330被引数

收录论文 20

发表时间

FPF: A Focused Perception Framework for Small Defect Identification in Complex Power Scenarios FPF：一种用于复杂电力场景中小缺陷识别的聚焦感知框架

IEEE Transactions on Industrial Informatics

IF9.9

2026-01-21

PREAI

Hui Zhang; Hang Liu; Baheti Biekezati; Rui Du; Yunkang Cao; Kaining Zhang; Tongzhi Niu; Yaonan Wang

An Integrated Sensing-Computing Processor for Spectral-Based Chinese Herbal Medicine Classification With Algorithm-FPGA Co-Design 基于光谱法的中医药分类的算法-FPGA协同设计的集成传感-计算处理器

IEEE Transactions on Industrial Electronics

IF7.2

2025-12-29

PREAI

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

Semi-supervised adaptive network for commutator defect detection with limited labels

JOURNAL OF MANUFACTURING SYSTEMS

IF14.2

2024-12-01

PREAI

Wang, Zhenrong; Li, Weifeng; Wang, Miao; Liu, Baohui; Niu, Tongzhi; Li, Bin

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

APPLIED SOFT COMPUTING

IF6.6

2024-11-01

OAAI

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

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

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-10-01

PREAI

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

A multisensory Interaction Framework for Human-Cyber-Physical Systembased on Graph Convolutional Networks

ADVANCED ENGINEERING INFORMATICS

IF9.9

2024-08-01

PREAI

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

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

ADVANCED ENGINEERING INFORMATICS

IF9.9

2024-08-01

OAAI

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

Filter collaborative contribution pruning method based on the importance of different-scale layers for surface defect detection

MEASUREMENT

IF5.6

2024-05-01

PREAI

Wang, Miao; Wang, Zhenrong; Li, Bin; Niu, Tongzhi; Li, Weifeng; Liu, Baohui

Feature matching driven background generalization neural networks for surface defect segmentation

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-03-01

PREAI

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

Scoring Bayesian Neural Networks for learning from inconsistent labels in surface defect segmentation

MEASUREMENT

IF5.6

2024-02-01

PREAI

Niu, Tongzhi; Chen, Biao; Lyu, Qianhang; Li, Bei; Luo, Wei; Wang, Zhenrong; Li, Bin

A-Net: An A-Shape Lightweight Neural Network for Real-Time Surface Defect Segmentation A-Net: 一种用于实时表面缺陷分割的A形轻量级神经网络

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2024-01-01

PREAI

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

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

COMPUTERS IN INDUSTRY

IF9.1

2023-10-01

PREAI

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

LSA-Net: Location and shape attention network for automatic surface defect segmentation

JOURNAL OF MANUFACTURING PROCESSES

IF6.8

2023-08-01

PREAI

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

Unsupervised Defect Segmentation via Forgetting-Inputting-Based Feature Fusion and Multiple Hierarchical Feature Difference

IEEE SENSORS JOURNAL

IF4.5

2023-07-01

PREAI

Luo, Wei; Niu, Tongzhi; Yao, Haiming; Tang, Lixin; Yu, Wenyong; Li, Bin

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

ADVANCED ENGINEERING INFORMATICS

IF9.9

2023-04-01

PREAI

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

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

JOURNAL OF INTELLIGENT MANUFACTURING

IF7.4

2023-01-06

PREAI

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

Aerodynamic optimization of high-lift devices using a 2D-to-3D optimization method based on deep reinforcement learning and transfer learning

AEROSPACE SCIENCE AND TECHNOLOGY

IF5.8

2022-02-01

PREAI

Dai, Jiahua; Liu, Peiqing; Qu, Qiulin; Li, Ling; Niu, Tongzhi

Positive-Sample-Based Surface Defect Detection Using Memory-Augmented Adversarial Autoencoders

IEEE-ASME TRANSACTIONS ON MECHATRONICS

IF7.3

2022-02-01

PREAI

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

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

IEEE ACCESS

IF3.6

2020-01-01

OAAI

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

Using Edge-Preserving Algorithm for Significantly Improved Image-Domain Material Decomposition in Dual Energy CT

MEDICAL PHYSICS

IF3.2

2015-06-29

PREAI

Zhao, W.; Niu, T.; Xing, L.; Xiong, G.; Elmore, K.; Zhu, J.; Wang, L.; Min, J.

研究方向