Semi-Supervised Hyperspectral Image Classification Using Spatio-Spectral Laplacian Support Vector Machine.
Lixia YangShuyuan YangPenglei JinRui ZhangPublished in: IEEE Geosci. Remote. Sens. Lett. (2014)
Keyphrases
- hyperspectral image classification
- semi supervised
- active learning
- support vector machine
- hyperspectral
- hyperspectral images
- svm classifier
- semi supervised learning
- labeled data
- hyperspectral data
- training set
- support vector machine svm
- hyperspectral imagery
- unlabeled data
- machine learning
- spectral decomposition
- unsupervised learning
- training data
- feature vectors
- learning algorithm
- support vector
- remote sensing
- kernel function
- edge detection
- labeled and unlabeled data
- pairwise
- infrared
- image data
- multispectral
- decision boundary
- feature extraction
- feature selection
- laplacian matrix
- data sets
- change detection
- kernel methods
- random sampling
- target detection
- multispectral images
- kernel machines