Multiclass wound image classification using an ensemble deep CNN-based classifier.
Behrouz RostamiD. M. AnisuzzamanChuanbo WangSandeep GopalakrishnanJeffrey NiezgodaZeyun YuPublished in: Comput. Biol. Medicine (2021)
Keyphrases
- multi class
- image classification
- binary classification problems
- binary classifiers
- base classifiers
- multi class classifier
- multiclass classification
- feature selection
- support vector machine
- linear classifiers
- class probabilities
- svm classifier
- multiclass problems
- ensemble learning
- error correcting output codes
- classifier ensemble
- ensemble classifier
- cost sensitive classification
- binary classification
- feature extraction
- training data
- single class
- training set
- cost sensitive
- image features
- multi label classification
- multi class classification
- multiple classes
- support vector
- majority voting
- multi label
- ls svms
- multiclass learning
- multi class problems
- svm classification
- neural network
- generalized discriminant analysis
- multiclass support vector machines
- learning algorithm
- weak classifiers
- multi task
- pairwise
- training samples
- ensemble methods
- perceptron algorithm
- class labels
- feature set
- machine learning
- base learners
- decision trees
- support vector machine svm
- training examples
- cross validation
- classification algorithm
- misclassification costs
- boosting algorithms