A probabilistic approach for the registration of images with missing correspondences.
Julia KrügerJan EhrhardtSandra SchultzHeinz HandelsPublished in: Medical Imaging: Image Processing (2019)
Keyphrases
- image registration
- rigid body
- image features
- intensity differences
- image database
- three dimensional
- image data
- transformation parameters
- image retrieval
- image analysis
- feature matching
- image matching
- dense correspondences
- registration process
- cross correlation
- tomographic images
- acquired images
- retinal fundus
- input image
- geometric constraints
- image pairs
- image alignment
- keypoints
- feature based registration
- rigid registration
- missing pixels
- deformable registration
- partially overlapping
- image correspondences
- mutual information
- normalized correlation
- correspondence matching
- visual inspection
- dense correspondence
- matching cost
- nonrigid registration
- thin plate spline
- feature correspondences
- registration errors
- affine transformation
- point correspondences
- feature points
- object recognition