Topics › Physical Sciences › Computer Science › Computer Vision and Pattern Recognition
Generative Adversarial Networks and Image Synthesis Sign in to save
Papers per year
Papers 46
Open in paper search →-
Diffusion models in medical imaging: A comprehensive survey2023 Medical Image Analysis article Computer Science Generative Adversarial Networks and Image Synthesis cited by 3 patents
Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Moein Heidari, Reza Azad, Mohsen Fayyaz, Ilker Hacihaliloglu, +1 more
769citations -
Denoising diffusion probabilistic models for 3D medical image generation2023 Scientific Reports article Computer Science Generative Adversarial Networks and Image Synthesis Open access cited by 2 patents
Firas Khader, Gustav Anton Müller‐Franzes, Soroosh Tayebi Arasteh, Tianyu Han, Christoph Haarburger, Maximilian Franz Schulze-Hagen, +9 more
343citations -
A multimodal comparison of latent denoising diffusion probabilistic models and generative adversarial networks for medical image synthesis2023 Scientific Reports article Computer Science Generative Adversarial Networks and Image Synthesis Open access
Gustav Anton Müller‐Franzes, Firas Khader, Soroosh Tayebi Arasteh, Christoph Haarburger, Christiane Katharina Kuhl, Tianci Wang, +5 more
216citations -
GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy2024 Medical Image Analysis review Computer Science Generative Adversarial Networks and Image Synthesis Open access
André Filipe Ferreira, Jianning Li, Kelsey L. Pomykala, Jens Kleesiek, Victor Alves, Jan Egger
45citations -
Regeneration of pavement surface textures using M‐sigmoid‐normalized generative adversarial networks2023 Computer-Aided Civil and Infrastructure Engineering article Computer Science Generative Adversarial Networks and Image Synthesis Open access
Jiale Lu, Baofeng Pan, Weixin Ren, Quan Liu, Pengfei Liu, Markus Oeser
28citations -
Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Generation2022 arXiv (Cornell University) preprint Computer Science Generative Adversarial Networks and Image Synthesis Open access
Firas Khader, Gustav Mueller-Franzes, Soroosh Tayebi Arasteh, Christoph Haarburger, Maximilian Franz Schulze-Hagen, Philipp Schad, +8 more
21citations -
Unconditional latent diffusion models memorize patient imaging data2025 Nature Biomedical Engineering article Computer Science Generative Adversarial Networks and Image Synthesis
Marvin Seyfarth, Isabelle Ayx, Theano Papavassiliu, Stefan Oswald Schoenberg, Robert Malte Siepmann, Fabian Christopher Laqua, +7 more
16citations -
An Asymmetric Cycle-Consistency Loss For Dealing With Many-To-One Mappings In Image Translation: A Study On Thigh Mr Scans2021 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Generative Adversarial Networks and Image Synthesis
Michael Gadermayr, Maximilian Tschuchnig, Nils Krämer, Daniel Truhn, Dorit Merhof, Burkhard Gess
9citations -
Frequency-Domain-Based Structure Losses for CycleGAN-Based Cone-Beam Computed Tomography Translation2023 Sensors article Computer Science Generative Adversarial Networks and Image Synthesis Open access
Suraj Pai, Ibrahim Hadžić, Chinmay Rao, Ivan Zhovannik, Andre L.A.J. Dekker, Alberto Traverso, +2 more
9citations -
CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation2024 The Journal of Machine Learning for Biomedical Imaging article Computer Science Generative Adversarial Networks and Image Synthesis Open access
Yunjie Chen, Marius Staring, Olaf M. Neve, Stephan R. Romeijn, Erik Frans Hensen, Berit M. Verbist, +2 more
6citations -
Controlled Synthesis of Fibre-reinforced Plastics Images from Segmentation Maps using Generative Adversarial Neural Networks2022 International Conference on Agents and Artificial Intelligence (ICAART) conference-paper Computer Science Generative Adversarial Networks and Image Synthesis Open access
Nicolas Schaaf, Hans Aoyang Zhou, Chrismarie Enslin, Florian Brillowski, Daniel Lütticke
4citations -
A Baseline Solution for the ISBI 2024 Dreaming Challenge2024 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Generative Adversarial Networks and Image Synthesis
Timo van Meegdenburg, Gijs Luijten, Jens Kleesiek, Behrus Puladi, André Filipe Ferreira, Jan Egger, +1 more
2citations -
Monoplanar CT Reconstruction with GANs2022 International Conference on Image Processing Theory, Tools and Applications (IPTA) conference-paper Computer Science Generative Adversarial Networks and Image Synthesis
Justus Schock, Yu-Chia Lan, Daniel Truhn, Marcin Kopaczka, Stefan Conrad, Sven Nebelung, +1 more
2citations
Most active Aachen authors
-
Daniel Truhn 8,718 citations overall12 papers
-
Johannes Stegmaier 5,192 citations overall7 papers
-
Sven Nebelung 4,101 citations overall7 papers
-
Firas Khader 2,009 citations overall7 papers
-
Christiane Katharina Kuhl 30,018 citations overall6 papers
-
Behrus Puladi 1,283 citations overall6 papers
-
Gustav Anton Müller‐Franzes 1,757 citations overall4 papers
-
Tianyu Han 1,579 citations overall4 papers
-
Hao Wang 2,454 citations overall3 papers
-
Soroosh Tayebi Arasteh 1,512 citations overall3 papers
-
André Filipe Ferreira 180 citations overall3 papers
-
Jakob Nikolas Kather 22,991 citations overall2 papers
-
Thomas Bäck 22,845 citations overall2 papers
-
Dorit Merhof 13,091 citations overall2 papers
-
Robert Heinrich Schmitt 12,285 citations overall2 papers