Web Reference: Aug 12, 2020 · Our study compares deep learning networks for noise filtering and shows performance gain on 3D U-Net. Then, we evaluate 3D U-Net for simulation-based data augmentation, which shows an... May 21, 2025 · This study presents an innovative simulation-based approach to overcome these limitations, effectively generating synthetic datasets for the training of DL models. In this context, we propose a novel method for generating annotated synthetic training data for automated quality inspections of structural adhesive applications, validated in an industrial cell for automotive parts.
YouTube Excerpt: ISPRS Congress 2020 Authors: M. Jameela , L. Chen, A. Sit, J. Yoo, C.Verheggen, G. Sohn DOI: ...
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