SVM Active Learning Approach for Image Classification Using Spatial Information.
Edoardo PasolliFarid MelganiDevis TuiaFabio PacificiWilliam J. EmeryPublished in: IEEE Trans. Geosci. Remote. Sens. (2014)
Keyphrases
- spatial information
- image classification
- active learning
- svm classifier
- svm classification
- support vector machine svm
- support vector
- feature extraction
- sample selection
- training set
- temporal information
- bag of words
- support vector machine
- visual words
- spatial distribution
- image features
- spatial relationships
- machine learning
- image representation
- knn
- visual features
- multi label
- spatial relations
- sparse coding
- feature selection
- spatial resolution
- cost sensitive
- training examples
- color histogram
- local binary pattern
- discriminative ability
- multi class
- semi supervised
- topological information
- region connection calculus
- intensity values
- learning process
- training data
- learning algorithm
- scene classification
- sparse representation
- feature vectors
- color correlogram
- active learning framework