Automatic road extraction based on local histogram and support vector data description classifier from very high resolution digital aerial.
Rui ZhangXiangguo LinPublished in: IGARSS (2010)
Keyphrases
- support vector data description
- road extraction
- aerial images
- novelty detection
- multiple classifiers
- detection method
- kernel function
- training data
- remotely sensed images
- satellite imagery
- density estimation
- support vector
- classification algorithm
- class labels
- decision trees
- feature set
- target class
- feature selection
- training set
- binary classifiers
- decision boundary
- learning algorithm
- image data
- classifier combination
- individual classifiers
- urban areas
- feature space
- training process
- satellite images