A survey on Image Data Augmentation for Deep Learning

• Machine learning-based emission rate estimates of global methane super-emissions

  2026 Atmospheric measurement techniques article Environmental Science Atmospheric and Environmental Gas Dynamics Open access

  0

  citations
• Bridging Racial and Age Gaps in Face Recognition: A Data-Augmentation Framework for Fair AI

  2026 SN Computer Science article Computer Science Face recognition and analysis Open access

  1

  citations
• Quantum generative modeling for financial time series with temporal correlations

  2026 Machine Learning Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

  3

  citations
• Deep Learning Pipeline for Defect Detection

  2026 Procedia CIRP article Engineering Industrial Vision Systems and Defect Detection Open access

  0

  citations
• OASIC: Occlusion-Agnostic and Severity-Informed Classification

  2026 SSRN Electronic Journal preprint Computer Science Advanced Neural Network Applications Open access

  0

  citations
• Empowering Reactivity Predictions through Noise-Based Data Augmentation

  2025 Journal of the American Chemical Society article Materials Science Machine Learning in Materials Science

  15

  citations
• Exploring data augmentation: Multi-task methods for molecular property prediction

  2025 Computers & Chemical Engineering article Materials Science Machine Learning in Materials Science Open access

  2

  citations
• Automated microinjection for zebrafish xenograft models

  2025 npj Biomedical Innovations. article Biochemistry, Genetics and Molecular Biology Zebrafish Biomedical Research Applications Open access

  10

  citations
• The future of battery data and the state of health of lithium-ion batteries in automotive applications

  2024 Communications Engineering article Engineering Advanced Battery Technologies Research Open access

  19

  citations
• Shift-Invariance Robustness of Convolutional Neural Networks in Side-Channel Analysis

  2024 Mathematics article Computer Science Cryptographic Implementations and Security Open access

  5

  citations
• A systematic study of data augmentation for protected AES implementations

  2024 Journal of Cryptographic Engineering article Computer Science Cryptographic Implementations and Security Open access

  4

  citations
• Automated microinjection for zebrafish xenograft models

  2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Zebrafish Biomedical Research Applications Open access

  2

  citations
• Enhancing Rare Object Detection on Roadways Through Conditional Diffusion Models for Data Augmentation

  2024 IEEE Transactions on Intelligent Transportation Systems article Computer Science Advanced Neural Network Applications cited by 1 patent

  7

  citations
• Towards Hardware Supported Domain Generalization in DNN-Based Edge Computing Devices for Health Monitoring

  2024 IEEE Transactions on Biomedical Circuits and Systems article Medicine ECG Monitoring and Analysis Open access

  7

  citations
• Identification of multicomponent LOFAR sources with multimodal deep learning

  2024 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Radio Astronomy Observations and Technology Open access

  3

  citations
• Using internal standards in time-resolved X-ray micro-computed tomography to quantify grain-scale developments in solid-state mineral reactions

  2024 Solid Earth article Computer Science Medical Image Segmentation Techniques Open access

  4

  citations
• A controllable generative model for generating pavement crack images in complex scenes

  2024 Computer-Aided Civil and Infrastructure Engineering article Engineering Infrastructure Maintenance and Monitoring Open access

  40

  citations
• Denoising diffusion probabilistic models for generation of realistic fully-annotated microscopy image datasets

  2024 PLoS Computational Biology article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  33

  citations
• GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy

  2024 Medical Image Analysis review Computer Science Generative Adversarial Networks and Image Synthesis Open access

  45

  citations
• Simulation of Multispectral and Hyperspectral EO Products for Onboard Machine Learning Application

  2024 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing article Engineering Remote-Sensing Image Classification Open access

  8

  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