A Flexible Metric Nearest-Neighbor Classification based on the Decision Boundaries of SVM for Hyperspectral Image.
Hsin-Hua HoBor-Chen KuoJin-Shiuh TaurCheng-Hsuan LiPublished in: IGARSS (4) (2008)
Keyphrases
- nearest neighbor classification
- decision boundary
- nearest neighbor
- hyperspectral images
- knn
- support vector machine
- hyperspectral
- distance function
- metric learning
- nearest neighbor classifier
- training samples
- k nearest neighbor
- hyperplane
- locally adaptive
- training set
- data points
- pattern classification
- support vectors
- distance measure
- remote sensing
- kernel function
- support vector machine svm
- support vector
- high dimensional data
- data distribution
- high dimensional
- distance metric
- svm classifier
- linear classifiers
- feature space
- neural network
- similarity search
- machine learning algorithms
- text categorization
- training data
- feature extraction
- feature selection