A survey on Image Data Augmentation for Deep Learning

• Simultaneous retrieval of aerosol and ocean properties from PACE HARP2 with uncertainty assessment using cascading neural network radiative transfer models

  2023 Atmospheric measurement techniques article Environmental Science Atmospheric aerosols and clouds Open access

  45

  citations
• 3D surgical instrument collection for computer vision and extended reality

  2023 Scientific Data data-paper Computer Science Augmented Reality Applications Open access

  14

  citations
• A Joint Data- and Model-Driven Approach Simulating the Behaviour of a Walkalong Glider

  2023 preprint Engineering Aerospace and Aviation Technology Open access

  0

  citations
• Deep learning based initial crack size measurements utilizing macroscale fracture surface segmentation

  2023 Engineering Fracture Mechanics article Engineering Fatigue and fracture mechanics Open access

  21

  citations
• Data augmentation for design of concentric tube continuum robots by generative adversarial networks

  2023 PAMM article Engineering Soft Robotics and Applications Open access

  3

  citations
• Analysis of Thin Carbon Reinforced Concrete Structures through Microtomography and Machine Learning

  2023 Buildings article Engineering Structural Behavior of Reinforced Concrete Open access

  2

  citations
• Comment on egusphere-2023-1843

  2023 peer-review Environmental Science Atmospheric aerosols and clouds Open access

  0

  citations
• Data-Centric Green Artificial Intelligence: A Survey

  2023 IEEE Transactions on Artificial Intelligence article Engineering Green IT and Sustainability

  75

  citations
• UTILE-Gen: Automated Image Analysis in Nanoscience Using Synthetic Dataset Generator and Deep Learning

  2023 ACS Nanoscience Au article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  12

  citations
• UTILE-Gen: Automated Image Analysis in Nanoscience Using Synthetic Dataset Generator and Deep Learning

  2023 ChemRxiv preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  0

  citations
• Deep learning based identification of bone scintigraphies containing metastatic bone disease foci

  2023 Cancer Imaging article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  23

  citations
• Mandible segmentation from CT data for virtual surgical planning using an augmented two-stepped convolutional neural network

  2023 International Journal of Computer Assisted Radiology and Surgery article Computer Science Medical Image Segmentation Techniques Open access

  24

  citations
• A Study on Data Augmentation Techniques for Visual Defect Detection in Manufacturing

  2023 Technologien für die intelligente Automation book-chapter Engineering Industrial Vision Systems and Defect Detection Open access

  4

  citations
• Data augmentation for disruption prediction via robust surrogate models

  2022 Journal of Plasma Physics article Physics and Astronomy Magnetic confinement fusion research Open access

  8

  citations
• Positron Range Corrections and Denoising Techniques for Gallium-68 PET Imaging: A Literature Review

  2022 Diagnostics article Medicine Medical Imaging Techniques and Applications Open access

  21

  citations
• Detecting flooding state in extraction columns: Convolutional neural networks vs. a white‐box approach for image‐based soft sensor development

  2022 Computers & Chemical Engineering article Engineering Fault Detection and Control Systems

  11

  citations
• B1 field map synthesis with generative deep learning used in the design of parallel-transmit RF pulses for ultra-high field MRI

  2022 Zeitschrift für Medizinische Physik article Medicine Advanced MRI Techniques and Applications Open access cited by 1 patent

  11

  citations
• Influence of the Computer-Aided Decision Support System Design on Ultrasound-Based Breast Cancer Classification

  2022 Cancers article Computer Science AI in cancer detection Open access

  26

  citations
• Probabilistic Image Diversification to Improve Segmentation in 3D Microscopy Image Data

  2022 Lecture notes in computer science conference-paper Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques

  2

  citations
• Copula-based synthetic data augmentation for machine-learning emulators

  2021 Geoscientific model development article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access cited by 2 patents

  36

  citations

• Automated Indent Scanning: Artificial intelligence assisted scanning of large regular and irregular nanoindentation arrays in scanning electron microscopes

  2024 Zenodo (CERN European Organization for Nuclear Research) software Materials Science Electron and X-Ray Spectroscopy Techniques Open access

  599

  citations

1 result