DISA: DIfferentiable Similarity Approximation for Universal Multimodal Registration.
Matteo RonchettiWolfgang WeinNassir NavabOliver ZettinigRaphael PrevostPublished in: CoRR (2023)
Keyphrases
- multimodal image registration
- image registration
- searching in metric spaces
- similarity measure
- approximation error
- deformable registration
- semantic similarity
- mutual information
- error bounds
- closed form
- objective function
- multi modal
- euclidean distance
- multimodal interaction
- nonrigid registration
- similarity metric
- structural similarity
- music retrieval
- similarity measurement
- registration process
- neural network
- approximation methods
- image alignment
- approximation algorithms
- image pairs
- point cloud
- distance function
- medical images