Unsupervised Echocardiography Registration through Patch-based MLPs and Transformers.
Zihao WangYingyu YangMaxime SermesantHerve DelingettePublished in: CoRR (2022)
Keyphrases
- image registration
- multilayer perceptron
- unsupervised learning
- point cloud
- semi supervised
- cardiac cycle
- deformation field
- left ventricle
- motion tracking
- image super resolution
- natural images
- cross correlation
- image guided
- registration process
- multiresolution
- point correspondences
- affine transformation
- medical imaging
- texture synthesis
- supervised learning
- unsupervised manner
- image completion