Computed tomography super-resolution using convolutional neural networks.
Haichao YuDing LiuHonghui ShiHanchao YuZhangyang WangXinchao WangBrent CrossMatthew BramlerThomas S. HuangPublished in: ICIP (2017)
Keyphrases
- super resolution
- computed tomography
- convolutional neural networks
- image reconstruction
- low resolution
- high resolution
- ct scans
- reconstructed image
- ct images
- image restoration
- medical images
- low resolution images
- radon transform
- motion estimation
- medical imaging
- resolution enhancement
- high quality
- super resolved
- maximum a posteriori
- spatial resolution
- depth map
- reconstruction method
- high resolution images
- image patches
- super resolution reconstruction
- higher resolution
- three dimensional
- back projection
- image super resolution
- machine learning
- x ray
- image quality