Contextual SVM for hyperspectral classification using Hilbert Space Embedding.
Prudhvi GurramHeesung KwonPublished in: IGARSS (2012)
Keyphrases
- hyperspectral
- hyperspectral data
- hyperspectral images
- support vector machine svm
- support vector
- hilbert space
- support vector machine
- classification method
- svm classifier
- remote sensing
- feature selection
- kernel function
- feature space
- feature vectors
- multispectral
- classification accuracy
- image data
- infrared
- machine learning
- training samples
- text classification
- image classification
- knn
- training data
- pattern recognition
- feature maps
- supervised learning
- finite dimensional
- training set
- information content
- euclidean space
- neural network
- similarity measure
- convex sets
- hyperplane
- dimension reduction
- vector space
- active learning
- semi supervised
- scale space