Application of EM algorithm in problems of pattern recognition on satellite images.
Maxim V. AkininAlexandra V. AkininaAlexey V. SokolovAndrey S. TarasovPublished in: MECO (2017)
Keyphrases
- em algorithm
- satellite images
- expectation maximization
- pattern recognition
- maximum likelihood
- gaussian mixture model
- mixture model
- maximum likelihood estimation
- parameter estimation
- multispectral
- gaussian mixture
- generative model
- incomplete data
- remote sensing
- image analysis
- change detection
- neural network
- expectation maximisation
- likelihood function
- satellite imagery
- land cover
- maximum a posteriori
- probabilistic model
- likelihood maximization
- machine learning
- model based clustering
- finite mixture model
- high resolution satellite images
- probabilistic principal component analysis
- urban areas
- density estimation
- probability density function
- closed form
- high resolution
- image segmentation
- feature selection
- computer vision