Mapping specific habitats from remotely sensed imagery: Support vector machine and support vector data description based classification of coastal saltmarsh habitats.
Carolina Sanchez-HernandezDoreen S. BoydGiles M. FoodyPublished in: Ecol. Informatics (2007)
Keyphrases
- support vector machine
- support vector data description
- remotely sensed imagery
- remotely sensed
- support vector
- feature vectors
- support vector machine svm
- svm classifier
- decision boundary
- novelty detection
- pattern recognition
- classification algorithm
- feature selection
- change detection
- machine learning
- kernel function
- training data
- multi class
- satellite images
- multiple classifiers
- feature extraction
- classification accuracy
- infrared
- decision trees
- remote sensing
- training set
- hyperplane
- density estimation
- generalization ability
- improve the classification accuracy
- support vectors
- image classification
- detection method
- training samples
- k nearest neighbor
- image segmentation
- knn
- remotely sensed images
- image analysis
- unsupervised learning