Med-3D: 3D Reconstruction of Medical Images based on Structure-from-Motion via Transfer Learning.
Hongyan QuanJiashun DongXiaoxiao QianPublished in: BIBM (2021)
Keyphrases
- medical images
- transfer learning
- structure from motion
- reconstruction from multiple images
- reprojection error
- bundle adjustment
- architectural scenes
- anatomical structures
- learning tasks
- camera parameters
- medical imaging
- computer vision
- deformable models
- labeled data
- image intensity
- image sequences
- point cloud
- reinforcement learning
- missing data
- machine learning
- semi supervised learning
- multi task
- image reconstruction
- text classification
- machine learning algorithms
- learning algorithm
- ct images
- region of interest
- text categorization
- active learning
- text mining
- camera motion
- three dimensional
- transfer knowledge
- collaborative filtering
- image registration
- pose estimation
- video sequences
- photometric information
- unlabeled data
- supervised learning
- image segmentation