Deep Learning for Super-resolution Vascular Ultrasound Imaging.
Ruud J. G. van SlounOren SolomonMatthew BruceZin Z. KhaingYonina C. EldarMassimo MischiPublished in: ICASSP (2019)
Keyphrases
- deep learning
- super resolution
- ultrasound images
- low resolution
- high resolution
- image reconstruction
- blood vessels
- speckle noise
- unsupervised learning
- high quality
- single image
- low contrast
- image restoration
- machine learning
- low resolution images
- motion estimation
- motion blur
- image patches
- depth map
- light field
- multiscale
- noise reduction
- anisotropic diffusion
- image processing