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Towards deep-learning-based image enhancement for optical camera-based monitoring system of laser powder bed fusion process2022 International Journal of Computer Integrated Manufacturing article Computer Science Advanced Image Processing Techniques Open access
Song Zhang, Tongfang Fu, Anne Jahn, Andreas Collet, Johannes Henrich Schleifenbaum
10citations -
Deep learning and rule-based image processing pipeline for automated metal cutting tool wear detection and measurement2022 IFAC-PapersOnLine article Engineering Advanced machining processes and optimization Open access
Carsten Holst, Taha Berk Yavuz, Pranjul Gupta, Philipp Ganser, Thomas Bergs
21citations -
Analysis of the Influence of Image Processing, Feature Selection, and Decision Tree Classification on Noise Separation of Electric Vehicle Powertrains2022 SAE International journal of vehicle dynamics, stability, and NVH article Engineering Vehicle Noise and Vibration Control
Katja Fröhlingsdorf, Manuel Dreßen, Stefan Pischinger, Christoph Steffens, Stefan Heuer
10citations -
Towards Cargo Wagons Brake Health Scoring through Image Processing2022 International Conference on Pattern Recognition Applications and Methods conference-paper Engineering Industrial Vision Systems and Defect Detection Open access
Andrés Felipe Posada-Moreno, Thomas G. Otte, Damir Pehar, Marc Haßler, Holger Bartels, Anas Abdelrazeq, +1 more
1citations -
Author response: Using positional information to provide context for biological image analysis with MorphoGraphX 2.02022 peer-review Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Soeren Strauss, Adam Runions, Brendan Lane, Dennis Eschweiler, Namrata Bajpai, Nicola Trozzi, +16 more
1citations -
CT Reconstruction Kernels and the Effect of Pre- and Post-Processing on the Reproducibility of Handcrafted Radiomic Features2022 Journal of Personalized Medicine article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Turkey Refaee, Zohaib Salahuddin, Yousif Widaatalla, Sergey P. Primakov, Henry C. Woodruff, Roland Hustinx, +3 more
15citations -
Deep learning-based single image super-resolution for low-field MR brain images2022 Scientific Reports article Computer Science Advanced Image Processing Techniques Open access cited by 4 patents
M. L. de Leeuw den Bouter, Giuseppe Ippolito, Thomas O’Reilly, Rob Remis, Martin B. van Gijzen, ANDREW G. WEBB
95citations -
MedMNIST v2: A Large-Scale Lightweight Benchmark for 2D and 3D Biomedical Image Classification2022 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Advanced Neural Network Applications Open access
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Hanspeter Pfister, +1 more
0citations -
Self-calibration and improving image fidelity for ALMA and other radio interferometers2022 arXiv (Cornell University) preprint Physics and Astronomy Radio Astronomy Observations and Technology Open access
Anita M. S. Richards, E. Moravec, S. Etoka, Edward B. Fomalont, A. F. Pérez-Sánchez, M. C. Toribio, +1 more
0citations -
Latent image characterization by spectroscopic reflectometry in the extreme ultraviolet2022 Journal of Micro/Nanopatterning Materials and Metrology article Engineering Advancements in Photolithography Techniques Open access
Sophia Schröder, Lukas Bahrenberg, Bernhard Lüttgenau, Sven Glabisch, Sascha Brose, Serhiy Danylyuk, +3 more
9citations -
Dataset - Generalization of deep recurrent optical flow estimation for particle-image velocimetry data2022 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Fluid Dynamics and Turbulent Flows Open access
Christian Lagemann, Kai Lagemann, Sach Mukherjee, Wolfgang Schröder
1citations -
TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation2022 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Reza Azad, Moein Heidari, Moein Shariatnia, Ehsan Khodapanah Aghdam, Sanaz Karimijafarbigloo, Ehsan Adeli, +1 more
6citations -
Uncertainty Estimation in Medical Image Classification: Systematic Review2022 JMIR Medical Informatics review Medicine Artificial Intelligence in Healthcare and Education Open access
Katja Hauser, Hendrik Alexander Mehrtens, Eva Krieghoff‐Henning, Achim Hekler, Jakob Nikolas Kather, Stefan Fröhling, +2 more
81citations