Subcategory Classifiers for Multiple-Instance Learning and Its Application to Retinal Nerve Fiber Layer Visibility Classification.
Siyamalan ManivannanCaroline CobbStephen BurgessEmanuele TruccoPublished in: IEEE Trans. Medical Imaging (2017)
Keyphrases
- multiple instance learning
- randomized trees
- class labels
- supervised learning
- instance selection
- image categorization
- multiple instance
- support vector
- training set
- machine learning algorithms
- decision trees
- classification accuracy
- svm classifier
- training data
- training samples
- feature selection
- feature space
- object based image retrieval
- multi class
- semi supervised
- feature extraction
- training examples
- feature vectors
- image annotation
- text classification
- unsupervised learning
- machine learning
- support vector machine
- computer vision
- learning tasks
- real valued
- multi modal
- feature set
- high level