DefectGAN: Weakly-Supervised Defect Detection using Generative Adversarial Network. - Shuanlong Niu; Hui Lin; Tongzhi Niu; Bin Li 026; Xinggang Wang (CASE, 2019)

Uneven Illumination Surface Defects Inspection Based on Saliency Detection and Intrinsic Image Decomposition. - Yuanhong Qiu; Lixin Tang; Bin Li 026; Suanlong Niu; Tongzhi Niu (IEEE Access, 2020)

Clear Memory-Augmented Auto-Encoder for Surface Defect Detection. - Wei Luo; Tongzhi Niu; Lixin Tang; Wenyong Yu; Bin Li 026 (CoRR, 2022)

Joint-Prior-Based Uneven Illumination Image Enhancement for Surface Defect Detection. - Yuanhong Qiu; Shuanlong Niu; Tongzhi Niu; Weifeng Li; Bin Li 026 (Symmetry, 2022)

Background-Adaptive Surface Defect Detection Neural Networks via Positive Samples. - Tongzhi Niu; Biao Chen; Zhenrong Wang; Ruoqi Zhang; Bin Li 026 (IECON, 2023)

Learning Trustworthy Model from Noisy Labels based on Rough Set for Surface Defect Detection. - Tongzhi Niu; Bin Li 026; Kai Li; Yufeng Lin; Yuwei Li; Weifeng Li; Zhenrong Wang (CoRR, 2023)

NAS-ASDet: An Adaptive Design Method for Surface Defect Detection Network using Neural Architecture Search. - Zhenrong Wang; Bin Li 026; Weifeng Li; Shuanlong Niu; Wang Miao; Tongzhi Niu (CoRR, 2023)

Selecting informative data for defect segmentation from imbalanced datasets via active learning. - Weifeng Li; Bin Li 026; Shuanlong Niu; Zhenrong Wang; Baohui Liu; Tongzhi Niu (Adv. Eng. Informatics, 2023)

A generalized well neural network for surface defect segmentation in Optical Communication Devices via Template-Testing comparison. - Tongzhi Niu; Zhiyu Xie 002; Jie Zhang; Lixin Tang; Bin Li 026; Hao Wang 048 (Comput. Ind., 2023)

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)

NAS-ASDet: An adaptive design method for surface defect detection network using neural architecture search. - Zhenrong Wang; Bin Li 026; Weifeng Li; Shuanlong Niu; Miao Wang; Tongzhi Niu (Adv. Eng. Informatics, 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 026 (Appl. Soft Comput., 2024)

Feature matching driven background generalization neural networks for surface defect segmentation. - Biao Chen; Tongzhi Niu; Ruoqi Zhang; Hang Zhang; Yuchen Lin; Bin Li 026 (Knowl. Based Syst., 2024)

A drift detection method for industrial images based on a defect segmentation model. - Weifeng Li; Bin Li 026; Zhenrong Wang; Chaochao Qiu; Shuanlong Niu; Xin Tan; Tongzhi Niu (Knowl. Based Syst., 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 026 (IEEE Trans. Instrum. Meas., 2024)

A novel deep learning motivated data augmentation system based on defect segmentation requirements. - Shuanlong Niu; Yaru Peng; Bin Li 026; Yuanhong Qiu; Tongzhi Niu; Weifeng Li (J. Intell. Manuf., 2024)

Research and prospects of virtual reality systems applying exoskeleton technology. - Wenqian Qi; Shouqian Sun; Tongzhi Niu; Dongwei Zhao (Univers. Access Inf. Soc., 2024)