The statistical Minkowski distances: Closed-form formula for Gaussian Mixture Models.
Frank NielsenPublished in: CoRR (2019)
Keyphrases
- closed form
- gaussian mixture model
- gaussian mixture
- mixture model
- speaker recognition
- maximum likelihood criterion
- feature vectors
- em algorithm
- expectation maximization
- probability density
- point correspondences
- hyperparameters
- variational bayes
- maximum likelihood
- covariance matrices
- closed form solutions
- background subtraction
- density estimation
- euclidean distance
- probability density function
- gaussian distribution
- distance measure
- exponential family
- knn
- speaker identification
- bayesian networks
- bayesian information criterion
- object recognition
- feature space
- statistical methods
- computer vision
- statistical models
- distance function