Computation of Mutual Information Metric for Image Registration on Multiple GPUs.
Andrew V. AdinetzJiri KrausMarkus AxerMarcel HuysegomsStefan KöhnenDirk PleiterPublished in: Euro-Par Workshops (2013)
Keyphrases
- mutual information
- image registration
- normalized mutual information
- information theoretic
- medical image registration
- multi modal image registration
- multimodal image registration
- information theoretic measures
- similarity measure
- image pairs
- deformation field
- conditional mutual information
- feature selection
- information gain
- image matching
- medical imaging
- computer vision
- deformable registration
- multi modality
- registration accuracy
- image alignment
- feature matching
- decision trees
- mutual information maximization
- coarse to fine
- kullback leibler divergence
- neural network
- affine transformation
- parallel processing
- distance measure
- general purpose
- image processing
- machine learning