Michael Friedrich

11 papers C 4Journal 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Simulation of semiconductor wafer dicing induced faults on chips and their application as augmentation method for a deep learning based visual inspection system.
J. Intell. Manuf.
Michael Friedrich, Tobias Schlosser, Danny Kowerko
2024 J jnl
Hexagonal Image Processing for Computer Vision With Hexnet: A Hexagonal Image Processing Data Set and Generator.
IEEE Access
Tobias Schlosser, Michael Friedrich, Trixy Meyer, Maximilian Eibl, Danny Kowerko
2024 C conf
Utilizing Generative Adversarial Networks for Image Data Augmentation and Classification of Semiconductor Wafer Dicing Induced Defects.
ETFA
Zhining Hu, Tobias Schlosser, Michael Friedrich, André Luiz Buarque Vieira e Silva, Frederik Beuth, Danny Kowerko
2024 J jnl
Utilizing Generative Adversarial Networks for Image Data Augmentation and Classification of Semiconductor Wafer Dicing Induced Defects.
CoRR
Zhining Hu, Tobias Schlosser, Michael Friedrich, André Luiz Buarque Vieira e Silva, Frederik Beuth, Danny Kowerko
2022 J jnl
Improving automated visual fault inspection for semiconductor manufacturing using a hybrid multistage system of deep neural networks.
J. Intell. Manuf.
Tobias Schlosser, Michael Friedrich, Frederik Beuth, Danny Kowerko
2021 J jnl
Improving Automated Visual Fault Detection by Combining a Biologically Plausible Model of Visual Attention with Deep Learning.
CoRR
Frederik Beuth, Tobias Schlosser, Michael Friedrich, Danny Kowerko
2020 C conf
Improving Automated Visual Fault Detection by Combining a Biologically Plausible Model of Visual Attention with Deep Learning.
IECON
Frederik Beuth, Tobias Schlosser, Michael Friedrich, Danny Kowerko
2019 C conf
A Novel Visual Fault Detection and Classification System for Semiconductor Manufacturing Using Stacked Hybrid Convolutional Neural Networks.
ETFA
Tobias Schlosser, Frederik Beuth, Michael Friedrich, Danny Kowerko
2019 J jnl
A Novel Visual Fault Detection and Classification System for Semiconductor Manufacturing Using Stacked Hybrid Convolutional Neural Networks.
CoRR
Tobias Schlosser, Frederik Beuth, Michael Friedrich, Danny Kowerko
2019 C conf
Hexagonal Image Processing in the Context of Machine Learning: Conception of a Biologically Inspired Hexagonal Deep Learning Framework.
ICMLA
Tobias Schlosser, Michael Friedrich, Danny Kowerko
2019 J jnl
Hexagonal Image Processing in the Context of Machine Learning: Conception of a Biologically Inspired Hexagonal Deep Learning Framework.
CoRR
Tobias Schlosser, Michael Friedrich, Danny Kowerko