Classification of Landsat 8 OLI image using support vector machine with Tasseled Cap Transformation.
Qingsheng LiuYushan GuoGaohuan LiuJun ZhaoPublished in: ICNC (2014)
Keyphrases
- support vector machine
- thematic mapper
- image classification
- image data
- image features
- satellite images
- feature vectors
- image retrieval
- input image
- image content
- svm classifier
- single image
- preprocessing stage
- support vector
- class specific
- support vector machine svm
- image regions
- classification method
- multiscale
- image representation
- image segmentation
- classification accuracy
- image analysis
- feature space
- classification algorithm
- supervised classification
- feature points
- multispectral
- high resolution
- segmented images
- pattern recognition
- decision boundary
- segmentation method
- image transformations
- multispectral images
- image set
- feature extraction
- feature selection
- remote sensing images
- fusion method
- kernel methods
- test images
- machine learning
- decision forest
- soft margin
- confidence scores
- high classification accuracy