Towards Unsupervised Flood Mapping Generation Using Automatic Thresholding and Classification Aproaches.
Rubén IglésiasEmma Garcia-BoadasFernando Vicente-GuijalbaGiuseppe CentolanzaJavier DuroPublished in: IGARSS (2018)
Keyphrases
- unsupervised learning
- supervised learning
- pattern recognition
- classification scheme
- pattern classification
- data driven
- image processing
- supervised classification
- automatic classification
- classification accuracy
- machine learning
- statistical classification
- classification systems
- object classification
- support vector machine svm
- semi supervised
- feature vectors
- text classification
- edge detection
- neural network
- unsupervised manner
- decision trees
- classification process
- classification rate
- partially supervised
- unsupervised methods
- features extraction
- novelty detection
- feature extraction
- support vector
- training set
- fully automatic
- classification method
- training samples