A Nonlinear Regression Technique for Manifold Valued Data with Applications to Medical Image Analysis.
Monami BanerjeeRudrasis ChakrabortyEdward OforiMichael S. OkunDavid E. VaillancourtBaba C. VemuriPublished in: CVPR (2016)
Keyphrases
- medical image analysis
- valued data
- nonlinear regression
- linear regression
- medical images
- deformable models
- support vector regression
- image registration
- medical imaging
- image analysis
- support vector machine
- covariance matrices
- anatomical structures
- regression method
- magnetic resonance images
- riemannian metric
- least squares
- order statistics
- regression problems
- tensor field
- pattern recognition
- feature space
- magnetic resonance imaging
- mr images
- low dimensional
- object boundaries
- dimensionality reduction
- machine learning