Machine Learning for Gully Feature Extraction Based on a Pan-Sharpened Multispectral Image: Multiclass vs. Binary Approach.
Kwanele PhinziDávid AbrihaLászló BertalanImre HolbSzilárd SzabóPublished in: ISPRS Int. J. Geo Inf. (2020)
Keyphrases
- multi class
- multispectral images
- machine learning
- feature extraction
- feature selection
- binary classifiers
- multiclass learning
- support vector machine
- error correcting output codes
- multispectral
- multiclass problems
- binary classification problems
- feature vectors
- pattern recognition
- support vector machine svm
- spatial resolution
- binary classification
- multiclass classification
- remote sensing images
- pairwise
- feature space
- multi class classification
- machine learning methods
- multiple classes
- machine learning algorithms
- cost sensitive
- image classification
- feature set
- learning algorithm
- data mining
- decision trees
- learning tasks
- color images
- active learning
- image processing
- fusion method
- perceptron algorithm
- base classifiers
- hyperplane
- linear discriminant analysis
- transfer learning
- text classification
- dimensionality reduction
- wavelet transform
- kernel methods
- image segmentation
- data sets
- model selection
- image analysis
- neural network