Cubical homology and the topological classification of 2D and 3D imagery.
Madjid AlliliKonstantin MischaikowAllen R. TannenbaumPublished in: ICIP (2) (2001)
Keyphrases
- digital images
- classification method
- classification accuracy
- support vector
- pattern classification
- model selection
- betti numbers
- classification scheme
- classification models
- benchmark datasets
- preprocessing
- feature vectors
- training set
- classification algorithm
- machine learning
- classification rate
- automatic classification
- pattern recognition
- image data
- class labels
- text classification
- image classification
- decision rules
- support vector machine svm
- data sets
- image processing
- supervised classification
- thematic mapper
- supervised learning