Motion Estimation by Deep Learning in 2D Echocardiography: Synthetic Dataset and Validation.
Ewan EvainYunyun SunKhuram FarazDamien GarciaEric SalouxBernhard L. GerberMathieu De CraeneOlivier BernardPublished in: IEEE Trans. Medical Imaging (2022)
Keyphrases
- deep learning
- synthetic datasets
- motion estimation
- real life
- real dataset
- unsupervised learning
- experimental study
- real world
- synthetic data
- image sequences
- unsupervised feature learning
- machine learning
- mental models
- weakly supervised
- deep architectures
- super resolution
- video sequences
- pattern recognition
- original data
- supervised learning
- higher order
- active learning
- multiscale
- image segmentation
- decision trees
- computer vision