Combining MRF-based deformable registration and deep binary 3D-CNN descriptors for large lung motion estimation in COPD patients.
Max BlendowskiMattias P. HeinrichPublished in: Int. J. Comput. Assist. Radiol. Surg. (2019)
Keyphrases
- deformable registration
- chronic obstructive pulmonary disease
- motion estimation
- ct images
- image registration
- brain images
- deformation field
- medical images
- b spline
- prostate cancer
- brain tumors
- radiation therapy
- similarity metric
- optical flow
- statistical shape model
- medical imaging
- ct scans
- shape descriptors
- keypoints
- graph cuts
- video sequences
- three dimensional
- image intensity
- x ray
- super resolution
- edge detection
- ground truth
- image data
- image analysis
- multiscale
- image sequences