DS-UI: Dual-Supervised Mixture of Gaussian Mixture Models for Uncertainty Inference in Image Recognition.
Jiyang XieZhanyu MaJing-Hao XueGuoqiang ZhangJian SunYinhe ZhengJun GuoPublished in: IEEE Trans. Image Process. (2021)
Keyphrases
- image recognition
- gaussian mixture model
- mixture model
- variational bayes
- expectation maximization
- unsupervised learning
- em algorithm
- gaussian mixture
- pattern recognition
- maximum likelihood
- gaussian distribution
- probability density
- speaker recognition
- feature vectors
- dirichlet process
- supervised learning
- image classification
- bayesian networks
- mixture components
- probability density function
- mixture distribution
- finite mixture models
- semi supervised
- density estimation
- speaker identification
- feature space
- generative model
- image processing
- bayesian inference
- image analysis
- image retrieval
- gaussian model
- machine learning
- learning algorithm
- mixture of gaussians
- covariance matrices
- exponential family
- bayesian model
- pairwise
- training data
- probabilistic model
- low dimensional
- mixture modeling
- model selection