An unsupervised change detection technique based on Bayesian initialization and semisupervised SVM.
Francesca BovoloLorenzo BruzzoneMattia MarconciniPublished in: IGARSS (2007)
Keyphrases
- semi supervised
- support vector machine svm
- support vector
- support vector machine
- svm classifier
- knn
- multi class
- feature selection
- svm classification
- multi class classification
- support vectors
- kernel function
- machine learning
- generalization ability
- multi class svm
- bayesian learning
- posterior distribution
- maximum margin
- training data
- maximum likelihood
- feature vectors
- change detection
- relevance vector machine
- ls svm
- kernel methods
- bayesian networks
- pattern recognition
- training set
- active learning
- classification algorithm
- bayesian inference
- image processing
- semi supervised learning
- k nearest neighbor
- least squares
- decision forest
- multitask learning
- probabilistic model