Transfer Learning for Nonrigid 2D/3D Cardiovascular Images Registration.
Shaoya GuanTianmiao WangKai SunCai MengPublished in: IEEE J. Biomed. Health Informatics (2021)
Keyphrases
- image registration
- transfer learning
- intensity based registration
- rigid body
- registration process
- registration accuracy
- labeled data
- feature points
- machine learning
- registration errors
- learning tasks
- nonrigid registration
- active learning
- cross domain
- ct and mr images
- neural network
- rigid registration
- reinforcement learning
- knowledge transfer
- image collections
- semi supervised
- input image
- domain adaptation
- object recognition
- deformation field
- semi supervised learning
- point correspondences
- pose estimation
- similarity measure
- computer vision
- machine learning algorithms
- text categorization
- accurate registration
- unlabeled data