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Matthias Mühlbauer
List of publications:
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Lehrstuhl für Ressourcen- und Energieeffiziente Produktionsmaschinen
Project Memberships
(3)
Publications
(11)
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Journal article
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Book chapter / Article in edited volumes
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Authored book
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SUPPORTING MANUAL CONTOUR AND SURFACE PROCESSING WITH THE HELP OF AUGMENTED REALITY (2023)
Mühlbauer M, Auer A, Würschinger H, Hanenkamp N
Journal article
Maschinelle Lernverfahren zur Digitalisierung manueller Ablese- und Messvorgänge (2023)
Mühlbauer M, Würschinger H, Hanenkamp N, Funtikov S
Journal article
An Approach to Progress Monitoring of Industrial Manual Processes Based on Camera Recordings and Object Interactions (2022)
Mühlbauer M, Kutzner K, Sommer A, Würschinger H, Hanenkamp N
Conference contribution
Deviation Detection in Production Processes based on Video Data using Unsupervised Machine Learning Approaches (2022)
Mühlbauer M, Epp H, Würschinger H, Hanenkamp N
Conference contribution
Demonstration of a new approach for measuring tools with the impingement sound of an air jet using machine learning (2021)
Würschinger H, Gross D, Stadler M, Mühlbauer M, Hanenkamp N
Journal article
Energy Profile Prediction of Milling Processes Using Machine Learning Techniques (2020)
Mühlbauer M, Würschinger H, Polzer D, Hanenkamp N
Book chapter / Article in edited volumes
Automated Data Labeling and Anomaly Detection Using Airborne Sound Analysis (2020)
Mühlbauer M, Würschinger H, Polzer D, Ju S, Hanenkamp N
Journal article
Implementation and potentials of a machine vision system in a series production using deep learning and low-cost hardware (2020)
Würschinger H, Mühlbauer M, Winter M, Engelbrecht M, Hanenkamp N
Journal article
Transfer Learning für visuelle Kontrollaufgaben (2020)
Würschinger H, Mühlbauer M, Hanenkamp N
Journal article, Review article
Vorhersage der Prozessstabilität mit Maschinellem Lernen - Potenziale Künstlicher Intelligenz zur frühzeitigen Erkennung von Abweichungen bei der pharmazeutischen Abfüllung (2020)
Mühlbauer M, Würschinger H, Hanenkamp N, Schmehling M, Krause B
Journal article, Review article
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