Classification of cardiovascular tissues using LBP based descriptors and a cascade SVM.
Claudia MazoEnrique AlegreMaría P. TrujilloPublished in: Comput. Methods Programs Biomed. (2017)
Keyphrases
- risk factors
- support vector machine svm
- support vector
- feature vectors
- support vector machine
- svm classifier
- classification method
- classification algorithm
- feature selection
- generalization ability
- feature extraction
- svm classification
- feature space
- pattern recognition
- machine learning
- multi class classification
- support vector machine classifiers
- training set
- discriminative ability
- classification accuracy
- text classification
- histograms of oriented gradients
- multi class
- decision boundary
- improves the classification accuracy
- local binary pattern
- face recognition
- class labels
- face detection
- training data
- image classification
- multiscale
- decision trees
- texture descriptors
- decision forest
- supervised learning
- image analysis
- unbalanced data