Deep neural networks for smooth approximation of physics with higher order and continuity B-spline base functions.
Kamil DolegloAnna PaszynskaMaciej PaszynskiLeszek F. DemkowiczPublished in: CoRR (2022)
Keyphrases
- b spline
- higher order
- tensor product
- neural network
- basis functions
- control points
- piecewise polynomial
- spline curve
- least squares
- affine transformation
- contour extraction
- linear combination
- free form deformation
- curve fitting
- cubic spline
- deformable registration
- markov random field
- pairwise
- surface fitting
- laplacian operator
- cubic b spline
- closed form
- deformable contour
- elastic matching