Normalized mutual information-based registration using K-means clustering-based histogram binning.
Zeger F. KnopsJ. B. Antoine MaintzMax A. ViergeverJosien P. W. PluimPublished in: Medical Imaging: Image Processing (2003)
Keyphrases
- image registration
- k means
- mutual information
- clustering algorithm
- medical image registration
- registration accuracy
- normalized mutual information
- hierarchical agglomerative
- registration process
- affine transformation
- clustering method
- gray level
- image alignment
- image pairs
- spectral clustering
- multi modality
- image processing
- computer vision
- hierarchical clustering
- initial cluster centers
- self organizing maps
- point cloud
- mean shift
- normalized correlation
- similarity measure
- image analysis
- multiresolution
- intensity variations
- registration errors
- medical imaging
- cluster analysis
- data clustering
- clustering approaches
- unsupervised clustering
- image matching
- selectivity estimation
- pixel wise
- nonrigid registration
- fuzzy clustering