PDE-constrained optimization in medical image analysis.
Andreas MangAmir GholamiChristos DavatzikosGeorge BirosPublished in: CoRR (2018)
Keyphrases
- constrained optimization
- medical image analysis
- partial differential equations
- medical images
- deformable models
- image registration
- medical imaging
- anisotropic diffusion
- constrained optimization problems
- level set
- anatomical structures
- image analysis
- augmented lagrangian
- objective function
- constraint handling
- unconstrained optimization
- visual programming environment
- medical image data
- imaging modalities
- surface registration
- magnetic resonance images
- interval analysis
- computer vision and pattern recognition
- image denoising
- penalty function
- inequality constraints
- lagrange multipliers
- clinical applications
- shape analysis
- penalty functions
- energy functional
- feature extraction
- image processing
- edge detection
- machine learning
- mr images
- neural network