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Papers matching “machine vision” 218

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Generative AI in industrial machine vision: a review
2025 Journal of Intelligent Manufacturing article Engineering Industrial Vision Systems and Defect Detection Open access

Hans Aoyang Zhou, Dominik Wolfschläger, Constantinos Florides, Jonas Werheid, Hannes Behnen, Jan-Henrik Woltersmann, +4 more

33

citations
Generative AI in Industrial Machine Vision -- A Review
2024 arXiv (Cornell University) preprint Engineering Industrial Vision Systems and Defect Detection Open access

Hans Aoyang Zhou, Dominik Wolfschläger, Constantinos Florides, Jonas Werheid, Hannes Behnen, Jan-Henrik Woltersmann, +4 more

0

citations
Machine vision in manufacturing SMEs: a review
2025 Discover Applied Sciences article Engineering Industrial Vision Systems and Defect Detection Open access

Jonas Werheid, Hannes Behnen, Jan-Henrik Woltersmann, Shengjie He, Tobias Hamann, Anas Abdelrazeq, +1 more

10

citations
A conceptual framework for machine vision integration in manufacturing SMEs
2026 Discover Artificial Intelligence article Engineering Industrial Vision Systems and Defect Detection Open access

Jonas Werheid, Johannes Zysk, Aymen Gannouni, Anas Abdelrazeq, Robert Heinrich Schmitt

2

citations
Concept for a machine vision framework for production environments based on task-specific synthetic data generation
2026 Procedia CIRP article Engineering Industrial Vision Systems and Defect Detection Open access

Alexander Moriz, Dominik Wolfschläger, Robert Heinrich Schmitt

0

citations
Identifying the advantageous latent space dimensionality for StyleGANs used in industrial machine vision applications
2023 conference-paper Computer Science Generative Adversarial Networks and Image Synthesis

Dominik Wolfschläger, Ruslan Yermakov, Benjamin Montavon, Benjamin Berkels, Robert H. Schmitt

1

citations
An automated online three-phase electro-extraction setup with machine-vision process monitoring hyphenated to LC-MS analysis
2022 Analytica Chimica Acta article Chemistry Analytical chemistry methods development Open access

Yupeng He, Paul Miggiels, Nicolas Drouin, Peter W. Lindenburg, Bert Wouters, Thomas Hankemeier

9

citations
Ein Framework zur Skalierung von Machine-Vision-Systemen in der Industrie
2026 Zeitschrift für wirtschaftlichen Fabrikbetrieb article Engineering Digital Transformation in Industry

Jonas Werheid, Anja Koonen, Sylwia Olbrych, Anas Abdelrazeq, Robert H. Schmitt

0

citations
Machine learning based computer vision in fracture surface evaluation
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Fatigue and fracture mechanics Open access

Johannes Rosenberger

0

citations
Enhancing artificial vision by integrating machine learning in retinal prosthetics
2025 RWTH Publications (RWTH Aachen) dissertation Neuroscience Neuroscience and Neural Engineering Open access

Yuli Wu

0

citations
Defect detection for large-series automated fibre placement using a neural network-assisted machine vision approach
2023 Procedia CIRP article Engineering Industrial Vision Systems and Defect Detection Open access

Alexander Peitz, Michael Emonts, Kai Fischer, Christian Brecher

5

citations
Metrologically interpretable feature extraction for industrial machine vision using generative deep learning
2022 CIRP Annals article Engineering Industrial Vision Systems and Defect Detection

Robert Heinrich Schmitt, Dominik Wolfschläger, Evelina Masliankova, Benjamin Montavon

20

citations
Machine Vision: Error Detection and Classification of Tailored Textiles Using Neural Networks
2021 Lecture notes in mechanical engineering conference-paper Engineering Industrial Vision Systems and Defect Detection

K. R. Mueller, Christoph Greb

2

citations
A conceptual framework for machine vision integration in manufacturing SMEs
2026 Discover Artificial Intelligence article Engineering Industrial Vision Systems and Defect Detection Open access

Jonas Werheid, Johannes Zysk, Aymen Gannouni, Anas Abdelrazeq, Robert Heinrich Schmitt

0

citations
MACHINE VISION SOFTWARE SYSTEM FOR A NON-CONTACT BRAIDING ANGLE MEASUREMENT IN TEXTILE PREFORMS
2021 Физика волокнистых материалов структура свойства наукоемкие технологии и материалы (SMARTEX) article Engineering Industrial Vision Systems and Defect Detection

Johannes Sackmann, Ben Vollbrecht, E.N. Kalinin, Thomas Gries

0

citations
AdaBoost Support Vector Machine Method for Human Activity Recognition
2021 conference-paper Computer Science Context-Aware Activity Recognition Systems

Intan Nurma Yulita, Erick Paulus, Asep Sholahuddin, Dessy Novita

7

citations
AdaBoost Support Vector Machine Method for Human Activity Recognition
2021 conference-paper Computer Science Context-Aware Activity Recognition Systems

Intan Nurma Yulita, Erick Paulus, Asep Sholahuddin, Dessy Novita

3

citations
Analysis of Criteria for the Selection of Machine Learning Frameworks
2020 2012 International Conference on Computing, Networking and Communications (ICNC) conference-paper Computer Science Advanced Neural Network Applications

Kai Dinghofer, Frank H. Hartung

15

citations
Prediction of statistical force–displacement curves of Charpy-V impact tests based on unsupervised fracture surface machine learning
2025 Engineering Failure Analysis article Engineering Fatigue and fracture mechanics Open access

Johannes Tlatlik, Nils Rump, Sebastian Münstermann

5

citations
From data pipelines to FAIR data infrastructures: A vision for the new horizons of bio- and geodiversity data for scientific research
2022 Research Ideas and Outcomes article Computer Science Research Data Management Practices Open access

Sharif Islam, Claus Weiland, Wouter Addink

3

citations
Proposal NFDI4Chem 2025-2030 In the National Research Data Infrastructure (NFDI) — Our Vision: All Chemists Publish FAIR Data
2025 Research Ideas and Outcomes article Computer Science Research Data Management Practices Open access

Christoph Steinbeck, Nicole Jung, Felix Bach, Steffen Neumann, Sonja Herres‐Pawlis, Johannes C. Liermann, +46 more

3

citations
Rotation Equivariant Operators for Machine Learning on Scalar and Vector Fields
2021 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Venkat Viswanathan

0

citations
Dataset for "Computer vision assisted decomposition analysis of atom probe tomography data"
2023 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Advanced Materials Characterization Techniques Open access

Janis A. Sälker, Hadian Raheleh, Jochen M. Schneider, Marcus Hans

1

citations
Dataset for "Computer vision assisted decomposition analysis of atom probe tomography data"
2023 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Advanced Materials Characterization Techniques Open access

Janis A. Sälker, Hadian Raheleh, Jochen M. Schneider, Marcus Hans

0

citations
The coming decade of digital brain research: A vision for neuroscience at the intersection of technology and computing
2024 Imaging Neuroscience article Computer Science Cognitive Computing and Networks Open access

Katrin Amunts, Markus Axer, Swati Banerjee, Lise Bitsch, Jan Gunnar Bjaalie, Philipp Brauner, +92 more

48

citations