Medical image data upscaling with generative adversarial networks

• Main Authors: Dobrovolny, Michal, Mls, Karel, Krejcar, Ondrej, Mambou, Sebastien, Selamat, Ali
• Format: Conference or Workshop Item
• Published: 2020
• Subjects: T58.5-58.64 Information technology
• Online Access: http://eprints.utm.my/id/eprint/93945/; http://dx.doi.org/10.1007/978-3-030-45385-5_66

Super-resolution is one of the frequently investigated methods of image processing. The quality of the results is a constant problem in the methods used to obtain high resolution images. Interpolation-based methods have blurry output problems, while non-interpolation methods require a lot of trainin...