Mahdieu Wermes

Investigations on Explainable Artificial Intelligence methods for the deep learning classification of fibre layup defect in the automated composite manufacturing

Sebastian Meister, Mahdieu Wermes, Jan Stüve et al. · Composites Part B Engineering · 2021 · 89 citations · Full text

Review of image segmentation techniques for layup defect detection in the Automated Fiber Placement process

Sebastian Meister, Mahdieu Wermes, Jan Stüve et al. · Journal of Intelligent Manufacturing · 2021 · 58 citations · Full text

Cross-evaluation of a parallel operating SVM – CNN classifier for reliable internal decision-making processes in composite inspection

Sebastian Meister, Mahdieu Wermes, Jan Stüve et al. · Journal of Manufacturing Systems · 2021 · 33 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Algorithm assessment for layup defect segmentation from laser line scan sensor based image data

Sebastian Meister, Mahdieu Wermes, Jan Stueve et al. · 2020 · 11 citations · Full text

Engineering, Layup Defect Segmentation, Adaptive Thresholding +19

Performance evaluation of CNN and R-CNN based line by line analysis algorithms for fibre placement defect classification

Sebastian Meister, Mahdieu Wermes · Production Engineering · 2022 · 11 citations · Full text