Convolutional Neural Networks with Intermediate Loss for 3D Super-Resolution of CT and MRI Scans.
Mariana-Iuliana GeorgescuRadu Tudor IonescuNicolae VergaPublished in: CoRR (2020)
Keyphrases
- super resolution
- mri scans
- convolutional neural networks
- deformable registration
- medical imaging
- image reconstruction
- high resolution
- magnetic resonance images
- mri data
- low resolution
- medical images
- image registration
- brain imaging
- x ray
- image restoration
- model based segmentation
- prostate cancer
- low resolution images
- magnetic resonance imaging
- brain images
- motion estimation
- brain tumors
- b spline
- remote sensing
- accurate segmentation
- deformation field
- statistical shape model
- image processing
- multi frame
- mr images
- image analysis
- high quality
- depth map
- image patches
- three dimensional
- fully automatic
- vector field
- computer vision
- optical flow