SplineGen: a generative model for B-spline approximation of unorganized points.
Qiang ZouLizhen ZhuPublished in: CoRR (2024)
Keyphrases
- generative model
- b spline
- tensor product
- surface fitting
- probabilistic model
- point sets
- control points
- surface reconstruction
- bayesian framework
- cubic spline
- em algorithm
- latent dirichlet allocation
- affine transformation
- least squares
- prior knowledge
- basis functions
- point cloud
- spline curve
- topic models
- curve fitting
- cubic b spline
- contour extraction
- point correspondences
- machine learning
- deformation field
- closed form
- semi supervised
- state space
- data points
- image analysis
- three dimensional
- generative and discriminative models
- computer vision