Lie Group Machine Learning and Gibbs Density on Poincaré Unit Disk from Souriau Lie Groups Thermodynamics and SU(1, 1) Coadjoint Orbits.
Frédéric BarbarescoPublished in: GSI (2019)
Keyphrases
- lie group
- finite dimensional
- infinite dimensional
- lie algebra
- parameter space
- euclidean space
- vector space
- vector field
- linear transformation
- mean shift
- geometric structure
- riemannian manifolds
- markov random field
- tensor field
- covariance matrices
- rigid motion
- computer vision
- higher dimensional
- integral image
- convex sets
- feature selection