An Innovative Supervised Classification Algorithm for PolSAR Image Based on Mixture Model and MRF.
Mingliang LiuYunkai DengChuanzhao HanWentao HouYao GaoChunle WangXiuqing LiuPublished in: Remote. Sens. (2022)
Keyphrases
- classification algorithm
- mixture model
- unsupervised learning
- markov random field
- learning algorithm
- gaussian mixture model
- em algorithm
- knn
- generative model
- training phase
- k nearest neighbor
- probabilistic model
- density estimation
- model selection
- parameter estimation
- supervised learning
- training set
- maximum likelihood
- language model
- class labels
- naive bayes
- expectation maximization
- computer vision
- graph cuts
- support vector machine
- image segmentation
- gaussian mixture
- semi supervised
- feature selection
- mixture modeling
- nearest neighbor
- dimensionality reduction
- semi supervised learning
- classification accuracy
- training data