Building extraction from high-resolution optical spaceborne images using the integration of support vector machine (SVM) classification, Hough transformation and perceptual grouping.
Mustafa TurkerDilek Koc-SanPublished in: Int. J. Appl. Earth Obs. Geoinformation (2015)
Keyphrases
- svm classification
- support vector machine
- perceptual grouping
- image classification
- contour extraction
- svm classifier
- hough transformation
- support vector
- test images
- input image
- image retrieval
- image features
- object recognition
- machine learning
- multi class
- support vector machine svm
- contour grouping
- kernel function
- small number
- segmentation method
- edge detection
- multiclass classification
- training set
- training data
- classification method
- superpixels
- support vectors
- image processing