A Novel Approach to Unsupervised Change Detection Based on a Semisupervised SVM and a Similarity Measure.
Francesca BovoloLorenzo BruzzoneMattia MarconciniPublished in: IEEE Trans. Geosci. Remote. Sens. (2008)
Keyphrases
- similarity measure
- semi supervised
- support vector machine svm
- support vector
- feature vectors
- svm classifier
- support vector machine
- knn
- pairwise
- mutual information
- multi class
- classification algorithm
- feature selection
- change detection
- distance measure
- computer vision
- multi class svm
- semantic similarity
- decision function
- support vectors
- similarity metric
- histogram intersection kernel
- remote sensing images
- generalization ability
- machine learning
- similarity function
- unsupervised change detection
- similarity search
- clustering method
- k nearest neighbor
- training data
- image processing
- classification method
- kernel function
- semi supervised learning
- multi class classification
- text classifiers
- svm classification
- image classification
- training set