MoMSGAN: Mode Collapse based Degradation Agnostic Multi-Scale Super-Resolution of Medical Images.
Samiran DeyTapabrata ChakrabortiPartha BasuchowdhuriDebasis MitraRobin AugustineSanjoy Kumar SahaPublished in: ICVGIP (2023)
Keyphrases
- medical images
- super resolution
- multiscale
- low resolution
- high resolution
- image reconstruction
- degraded images
- medical imaging
- image restoration
- deformable models
- motion estimation
- anatomical structures
- low resolution images
- image intensity
- medical image analysis
- magnetic resonance imaging
- multi frame
- region of interest
- coarse to fine
- resolution enhancement
- high resolution images
- image representation
- image super resolution
- super resolved
- high quality
- image segmentation
- natural images
- motion blur
- image fusion
- super resolution reconstruction
- keypoints
- optic flow
- depth map
- edge detection
- image patches
- higher resolution
- multiresolution
- image processing
- super resolution algorithm
- wavelet coefficients
- wavelet transform