Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

• A deep learning model to reduce agent dose for contrast-enhanced MRI of the cerebellopontine angle cistern

  2025 European Radiology article Medicine Advanced MRI Techniques and Applications Open access

  1

  citations
• Let UNet Play an Adversarial Game: Investigating the Effect of Adversarial Training in Enhancing Low-Resolution MRI

  2024 Journal of Imaging Informatics in Medicine article Computer Science Advanced Image Processing Techniques Open access

  7

  citations
• Refining computer tomography data with super-resolution networks to increase the accuracy of respiratory flow simulations

  2024 Future Generation Computer Systems article Computer Science Advanced Image Processing Techniques Open access

  8

  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
• AutoSR4EO: An AutoML Approach to Super-Resolution for Earth Observation Images

  2024 Remote Sensing article Computer Science Advanced Image Processing Techniques Open access

  5

  citations
• SR-GAN for SR-gamma: super resolution of photon calorimeter images at collider experiments

  2023 The European Physical Journal C article Physics and Astronomy Particle Detector Development and Performance Open access

  3

  citations
• Regeneration of pavement surface textures using M‐sigmoid‐normalized generative adversarial networks

  2023 Computer-Aided Civil and Infrastructure Engineering article Computer Science Generative Adversarial Networks and Image Synthesis Open access

  28

  citations
• AI Super-Resolution: Application to Turbulence and Combustion

  2023 Lecture notes in energy book-chapter Physics and Astronomy Model Reduction and Neural Networks Open access

  2

  citations
• Influence of adversarial training on super-resolution turbulence reconstruction

  2023 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

  0

  citations
• A Deep Learning Approach to Upscaling “Low-Quality” MR Images: An In Silico Comparison Study Based on the UNet Framework

  2022 Applied Sciences article Computer Science Advanced Image Processing Techniques Open access

  11

  citations
• Towards deep-learning-based image enhancement for optical camera-based monitoring system of laser powder bed fusion process

  2022 International Journal of Computer Integrated Manufacturing article Computer Science Advanced Image Processing Techniques Open access

  10

  citations
• Deep learning-based single image super-resolution for low-field MR brain images

  2022 Scientific Reports article Computer Science Advanced Image Processing Techniques Open access cited by 4 patents

  95

  citations
• Predictive Data-Driven Model Based on Generative Adversarial Network for Premixed Turbulence-Combustion Regimes

  2022 Combustion Science and Technology article Engineering Combustion and flame dynamics Open access

  15

  citations
• The influence of adversarial training on turbulence closure modeling

  2022 AIAA SciTech Forum conference-paper Physics and Astronomy Model Reduction and Neural Networks Open access

  6

  citations
• Saliency Can Be All You Need in Contrastive Self-supervised Learning

  2022 Lecture notes in computer science conference-paper Computer Science Domain Adaptation and Few-Shot Learning

  1

  citations
• floodGAN: Using Deep Adversarial Learning to Predict Pluvial Flooding in Real Time

  2021 Water article Environmental Science Flood Risk Assessment and Management Open access

  110

  citations
• Using physics-informed enhanced super-resolution generative adversarial networks for subfilter modeling in turbulent reactive flows

  2021 Proceedings of the Combustion Institute article Physics and Astronomy Model Reduction and Neural Networks Open access

  150

  citations

17 results