Uncertainty Visualization of Critical Points of 2D Scalar Fields for Parametric and Nonparametric Probabilistic Models.
Tushar M. AthawaleZhe WangDavid PugmireKenneth MorelandQian GongScott KlaskyChristopher R. JohnsonPaul RosenPublished in: CoRR (2024)
Keyphrases
- critical points
- probabilistic model
- scalar field
- scale space
- conditional probabilities
- parametric models
- vector field
- graphical models
- generative model
- saddle points
- gaussian scale space
- latent variables
- expectation maximization
- bayesian inference
- bayesian networks
- vector valued
- deep structure
- hidden variables
- conditional random fields
- mixture model
- computer vision
- gaussian filter
- em algorithm
- heat equation
- morse theory
- point cloud
- endpoints
- b spline
- feature space
- pattern recognition
- three dimensional