High frame-rate cardiac ultrasound imaging with deep learning.
Ortal SenoufSanketh VedulaGrigoriy ZurakhovAlexander M. BronsteinMichael ZibulevskyOleg V. MichailovichDan AdamDavid BlondheimPublished in: CoRR (2018)
Keyphrases
- deep learning
- high frame rate
- ultrasound imaging
- ultrasound images
- frame rate
- high speed
- optical flow
- image sequences
- real time
- super resolution
- unsupervised learning
- machine learning
- high resolution
- video sequences
- mental models
- three dimensional
- computer vision
- edge detection
- pairwise
- higher order
- markov random field
- spatial information