Super Resolution Convolutional Neural Networks for Increasing Spatial Resolution of ^1 H Magnetic Resonance Spectroscopic Imaging.
Sevim CengizMaria del C. Valdés HernándezEsin Ozturk-IsikPublished in: MIUA (2017)
Keyphrases
- spatial resolution
- magnetic resonance
- super resolution
- high resolution
- image reconstruction
- convolutional neural networks
- mr images
- low resolution
- super resolution algorithm
- image resolution
- medical images
- low resolution images
- image data
- image registration
- reconstructed image
- high spatial resolution
- temporal resolution
- high quality
- single image
- multispectral
- image restoration
- super resolved
- frame rate
- motion estimation
- light field
- super resolution reconstruction
- higher resolution
- image super resolution
- hyperspectral
- motion blur
- multi frame
- multispectral images
- image processing
- depth map
- remote sensing
- video camera
- spatial information