Bin Li

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 21

Top Topics

Feature Matching

Weakly Supervised

Defect Detection

Top Venues

Adv. Eng. Informatics

IEEE Trans. Ind. Informatics

IEEE Trans. Ind. Electron.

Publications

Zhenrong Wang, Bin Li, Weifeng Li, Shuanlong Niu, Miao Wang, Tongzhi Niu
NAS-ASDet: An adaptive design method for surface defect detection network using neural architecture search. Adv. Eng. Informatics 61 (2024)
Biao Chen, Tongzhi Niu, Ruoqi Zhang, Hang Zhang, Yuchen Lin, Bin Li
Feature matching driven background generalization neural networks for surface defect segmentation. Knowl. Based Syst. 287 (2024)
Biao Chen, Tongzhi Niu, Wenyong Yu, Ruoqi Zhang, Zhenrong Wang, Bin Li
A-Net: An A-Shape Lightweight Neural Network for Real-Time Surface Defect Segmentation. IEEE Trans. Instrum. Meas. 73 (2024)
Shuanlong Niu, Yaru Peng, Bin Li, Xinggang Wang
A transformed-feature-space data augmentation method for defect segmentation. Comput. Ind. 147 (2023)
Caihua Hao, Xinyong Mao, Tao Ma, Songping He, Bin Li, Hongqi Liu, Fangyu Peng, Lei Zhang
A novel deep learning method with partly explainable: Intelligent milling tool wear prediction model based on transformer informed physics. Adv. Eng. Informatics 57 (2023)
Weifeng Li, Bin Li, Shuanlong Niu, Zhenrong Wang, Baohui Liu, Tongzhi Niu
Selecting informative data for defect segmentation from imbalanced datasets via active learning. Adv. Eng. Informatics 56 (2023)
Tongzhi Niu, Zhiyu Xie, Jie Zhang, Lixin Tang, Bin Li, Hao Wang
A generalized well neural network for surface defect segmentation in Optical Communication Devices via Template-Testing comparison. Comput. Ind. 151 (2023)
Shuanlong Niu, Bin Li, Xinggang Wang, Songping He, Yaru Peng
Defect attention template generation cycleGAN for weakly supervised surface defect segmentation. Pattern Recognit. 123 (2022)
Shuanlong Niu, Bin Li, Xinggang Wang, Yaru Peng
Region- and Strength-Controllable GAN for Defect Generation and Segmentation in Industrial Images. IEEE Trans. Ind. Informatics 18 (7) (2022)
Yuanhong Qiu, Shuanlong Niu, Tongzhi Niu, Weifeng Li, Bin Li
Joint-Prior-Based Uneven Illumination Image Enhancement for Surface Defect Detection. Symmetry 14 (7) (2022)
Chengming Shi, Bo Luo, Songping He, Kai Li, Hongqi Liu, Bin Li
Tool Wear Prediction via Multidimensional Stacked Sparse Autoencoders With Feature Fusion. IEEE Trans. Ind. Informatics 16 (8) (2020)
Shuanlong Niu, Bin Li, Xinggang Wang, Hui Lin
Defect Image Sample Generation With GAN for Improving Defect Recognition. IEEE Trans Autom. Sci. Eng. 17 (3) (2020)
Yuanhong Qiu, Lixin Tang, Bin Li, Suanlong Niu, Tongzhi Niu
Uneven Illumination Surface Defects Inspection Based on Saliency Detection and Intrinsic Image Decomposition. IEEE Access 8 (2020)
Hui Lin, Bin Li, Xinggang Wang, Yufeng Shu, Shuanglong Niu
Automated defect inspection of LED chip using deep convolutional neural network. J. Intell. Manuf. 30 (6) (2019)
Bo Luo, Haoting Wang, Hongqi Liu, Bin Li, Fangyu Peng
Early Fault Detection of Machine Tools Based on Deep Learning and Dynamic Identification. IEEE Trans. Ind. Electron. 66 (1) (2019)
Chengming Shi, George Panoutsos, Bo Luo, Hongqi Liu, Bin Li, Xu Lin
Using Multiple-Feature-Spaces-Based Deep Learning for Tool Condition Monitoring in Ultraprecision Manufacturing. IEEE Trans. Ind. Electron. 66 (5) (2019)
Shuanlong Niu, Hui Lin, Tongzhi Niu, Bin Li, Xinggang Wang
DefectGAN: Weakly-Supervised Defect Detection using Generative Adversarial Network. CASE (2019)
Yufeng Shu, Yu Huang, Bin Li
Design of deep learning accelerated algorithm for online recognition of industrial products defects. Neural Comput. Appl. 31 (9) (2019)
Lei Wu, Zhijuan Zhu, Huai Cao, Bin Li
Influence of information overload on operator's user experience of human-machine interface in LED manufacturing systems. Cogn. Technol. Work. 18 (1) (2016)
Lei Wu, Juan Li, Tian Lei, Bin Li
EID vs UCD: A Comparative Study on User Interface Design in Complex Electronics Manufacturing Systems. HCI (6) (2016)
Lei Wu, Tian Lei, Juan Li, Bin Li
Skeuomorphism and Flat Design: Evaluating Users' Emotion Experience in Car Navigation Interface Design. HCI (18) (2015)
Xianyin Duan, Fangyu Peng, Rong Yan, Zerun Zhu, Bin Li
Experimental Study on Cutter Deflection in Multi-axis NC Machining. ICIRA (1) (2014)
Hui Cai, Bin Li, Xinyong Mao, Bo Luo, Fangyu Peng
A Complete Methodology for Estimating Dynamics of the Heavy Machine Tool Structure. ICIRA (2) (2013)
Fangyu Peng, Xubin Chen, Yong Zhou, Li Li, Bin Li
Look-Ahead Scheme for High Speed Consecutive Micro Line Interpolation Based on Dynamics of Machine Tool. ICIRA (2) (2008)
Yong Zhou, Fangyu Peng, Bin Li
Adaptive Notch Filter Control for the Torsion Vibration in Lead-Screw Feed Drive System Based on Neural Network. ICIRA (2) (2008)
Rong Yan, Fangyu Peng, Bin Li
A Method of General Stiffness Modeling for Multi-axis Machine Tool. ICIRA (2) (2008)