Unlocking freeform structured surface denoising with small sample learning: Enhancing performance via physics-informed loss and detail-driven data augmentation W Cui, S Lou, W Zeng, V Kadirkamanathan, Y Qin, PJ Scott, X Jiang Advanced Engineering Informatics 62, 102733, 2024 | 2 | 2024 |
A Comparison of Least-Squares Methods Applied on Form Removal in Metrology with Application Guidelines W Cui, W Zeng, S Lou, P Scott, X Jiang 2023 28th International Conference on Automation and Computing (ICAC), 1-6, 2023 | 1 | 2023 |
A novel surface denoising approach based on deep learning for freeform structured surface in metrology W Cui, W Zeng, S Lou, J Jiang, P Scott 15th International Conference and Exhibition on Laser Metrology, Coordinate …, 2023 | 1 | 2023 |
BlurRes-UNet: A novel neural network for automated surface characterisation in metrology W Cui, S Lou, W Zeng, V Kadirkamanathan, Y Qin, PJ Scott, X Jiang Computers in Industry 165, 104228, 2025 | | 2025 |
An intelligent surface segmentation approach based on U-Net for structured and freeform surface characterisation W Cui, W Zeng, S Lou, P Scott, J Jiang 23rd International Conference & Exhibition for European Society for …, 2023 | | 2023 |