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Image Synthesis and Modified BlendMask Instance Segmentation for Automated Nanoparticle Phenotyping2023 IEEE Transactions on Medical Imaging article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques
Xiaoqin Tang, Lingpeng Lv, Shima Javanmardi, Yunfeng Wang, Jingchuan Fan, Fons J. Verbeek, +1 more
3citations -
Deep learning-based instance segmentation on 3D laser triangulation data for inline monitoring of particle size distributions in construction and demolition waste recycling26citations
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Extracting ductile cast iron microstructure parameters from fracture surfaces: A deep learning based instance segmentation approach2024 Engineering Fracture Mechanics article Engineering Mechanical Failure Analysis and Simulation Open access
Johannes Tlatlik, Carla Beckmann, Benedikt Rohrmüller, Sebastian Münstermann
10citations -
microbeSEG: A deep learning software tool with OMERO data management for efficient and accurate cell segmentation2022 PLoS ONE article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Tim Scherr, Johannes Seiffarth, Bastian Wollenhaupt, Oliver Neumann, Marcel P. Schilling, Dietrich Kohlheyer, +3 more
11citations -
Malignant Mesothelioma subtyping via sampling driven multiple instance prediction on tissue image and cell morphology data2023 Artificial Intelligence in Medicine article Computer Science AI in cancer detection Open access
Silviu Tudor Marc, Xiaohong W. Gao, Heba Sailem, Judith Offman, Emmanouíl Karteris, Angeles Montero Fernandez, +6 more
8citations -
UTILE-Gen: Automated Image Analysis in Nanoscience Using Synthetic Dataset Generator and Deep Learning2023 ACS Nanoscience Au article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
André Colliard-Granero, Jenia Jitsev, Michael Hermann Eikerling, Kourosh Malek, Mohammad J. Eslamibidgoli
12citations -
An Approach for Automated Disassembly of Lithium-Ion Battery Packs and High-Quality Recycling Using Computer Vision, Labeling, and Material Characterization2022 Recycling article Engineering Extraction and Separation Processes Open access cited by 2 patents
Merle Zorn, Domenic Klohs, Konstantin Zähl, Niklas Kisseler, Alexandra Daldrup, Sigrid Hams, +6 more
75citations -
Quantification of plant trait data from herbarium scans in the DiSSCo Research Infrastructure2025 Research Ideas and Outcomes article Agricultural and Biological Sciences Smart Agriculture and AI Open access
Claus Weiland, Jonas Grieb, Soulaine Theocharides, Sam Leeflang, Wouter Addink, Sharif Islam
2citations -
Datasets from "MaskTerial: A Foundation Model for Automated 2D Material Flake Detection"2024 JuSER (Forschungszentrum Jülich) article Engineering Industrial Vision Systems and Defect Detection Open access
Jan-Lucas Uslu, Alexander Hermans, Bernd Beschoten, Bastian Leibe, Lutz Waldecker, Christoph Stampfer
0citations -
Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets2022 Computers & Geosciences article Computer Science Advanced Neural Network Applications Open access
Jiaxin Yu, Florian Wellmann, Simon Virgo, Marven von Domarus, Mingze Jiang, Joyce Schmatz, +1 more
30citations