Image and Video Processing · Electrical Eng. & Systems
Unsupervised Domain Adaptation via CycleGAN for White Matter Hyperintensity Segmentation in Multicenter MR Images
Julian Alberto Palladino, Diego Fernandez Slezak, Enzo Ferrante
2020-09-11
Computer Vision and Pattern Recognition · Computer Science
Unsupervised learning for cross-domain medical image synthesis using deformation invariant cycle consistency networks
Chengjia Wang, Gillian Macnaught, Giorgos Papanastasiou, Tom MacGillivray +1
2018-08-14
Computer Vision and Pattern Recognition · Computer Science
UVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation
Dmitrii Torbunov, Yi Huang, Haiwang Yu, Jin Huang +4
2022-10-19
Computer Vision and Pattern Recognition · Computer Science
Stain Isolation-based Guidance for Improved Stain Translation
Nicolas Brieu, Felix J. Segerer, Ansh Kapil, Philipp Wortmann +1
2022-07-04
Computer Vision and Pattern Recognition · Computer Science
CycleGAN, a Master of Steganography
Casey Chu, Andrey Zhmoginov, Mark Sandler
2017-12-19
Computer Vision and Pattern Recognition · Computer Science
GAN-based Virtual Re-Staining: A Promising Solution for Whole Slide Image Analysis
Zhaoyang Xu, Xingru Huang, Carlos Fernández Moro, Béla Bozóky +1
2022-07-12
Computer Vision and Pattern Recognition · Computer Science
One-to-one Mapping for Unpaired Image-to-image Translation
Zengming Shen, S. Kevin Zhou, Yifan Chen, Bogdan Georgescu +2
2020-01-16
Image and Video Processing · Electrical Eng. & Systems
Domain Adaptation via CycleGAN for Retina Segmentation in Optical Coherence Tomography
Ricky Chen, Timothy T. Yu, Gavin Xu, Da Ma +2
2021-07-07
Computer Vision and Pattern Recognition · Computer Science
StegoGAN: Leveraging Steganography for Non-Bijective Image-to-Image Translation
Sidi Wu, Yizi Chen, Samuel Mermet, Lorenz Hurni +3
2024-04-01
Computer Vision and Pattern Recognition · Computer Science
CyCADA: Cycle-Consistent Adversarial Domain Adaptation
Judy Hoffman, Eric Tzeng, Taesung Park, Jun-Yan Zhu +4
2018-01-01
Image and Video Processing · Electrical Eng. & Systems
Improving Unsupervised Stain-To-Stain Translation using Self-Supervision and Meta-Learning
Nassim Bouteldja, Barbara Mara Klinkhammer, Tarek Schlaich, Peter Boor +1
2022-05-18
Computer Vision and Pattern Recognition · Computer Science
Unsupervised Medical Image Translation Using Cycle-MedGAN
Karim Armanious, Chenming Jiang, Sherif Abdulatif, Thomas Küstner +2
2021-02-02
Computer Vision and Pattern Recognition · Computer Science
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation
Yunjey Choi, Minje Choi, Munyoung Kim, Jung-Woo Ha +2
2018-09-24
Image and Video Processing · Electrical Eng. & Systems
Multi-domain stain normalization for digital pathology: A cycle-consistent adversarial network for whole slide images
Martin J. Hetz, Tabea-Clara Bucher, Titus J. Brinker
2024-04-05