An Analytical Solution to Gauss-Newton Loss for Direct Image Alignment.
Sergei SolonetsDaniil SinitsynLukas von StumbergNikita AraslanovDaniel CremersPublished in: ICLR (2024)
Keyphrases
- image alignment
- gauss newton
- inverse compositional
- active appearance models
- convergence analysis
- image registration
- gaussian process
- linear equations
- newton method
- low resolution
- closed form
- neural network
- levenberg marquardt
- medical images
- statistical model
- approximation methods
- optimality conditions
- training data
- image sequences