FSMI: Fast computation of Shannon Mutual Information for information-theoretic mapping.
Zhengdong ZhangTrevor HendersonSertac KaramanVivienne SzePublished in: CoRR (2019)
Keyphrases
- information theoretic
- mutual information
- information theory
- theoretic framework
- information theoretic measures
- image registration
- kullback leibler divergence
- shannon entropy
- similarity measure
- feature selection
- information bottleneck
- jensen shannon divergence
- relative entropy
- mdl principle
- entropy measure
- multi modality
- kl divergence
- minimum description length
- competitive learning
- registration accuracy
- distance measure
- bregman divergences
- machine learning
- deformation field
- image analysis
- knn
- maximum likelihood