Image registration: Maximum likelihood, minimum entropy and deep learning
Alireza Sedghi, Lauren J. O’Donnell, Tina Kapur, Erik Learned-Miller, Parvin Mousavi, William M. Wells
Topics & Concepts
Mutual informationPairwise comparisonArtificial intelligenceImage registrationComputer scienceDiscriminative modelEntropy (arrow of time)Kullback–Leibler divergenceMetric (unit)Pattern recognition (psychology)Maximum likelihoodIterative methodPrinciple of maximum entropyUpper and lower boundsMathematicsAlgorithmImage (mathematics)StatisticsQuantum mechanicsEconomicsPhysicsOperations managementMathematical analysisMedical Image Segmentation TechniquesAdvanced Neuroimaging Techniques and ApplicationsDomain Adaptation and Few-Shot Learning