Semi-supervised Learning for Image Modality Classification.
Alba Garcia Seco de HerreraDimitrios MarkonisRanveer JoyseereeRoger SchaerAntonio Foncubierta-RodríguezHenning MüllerPublished in: MRDM@ECIR (2015)
Keyphrases
- semi supervised learning
- supervised learning
- semi supervised
- image classification
- semi supervised classification
- improve the classification accuracy
- unlabeled data
- labeled data
- co training
- labeled and unlabeled data
- unsupervised learning
- machine learning
- semi supervised learning algorithms
- input image
- regularization framework
- image features
- transductive support vector machine
- feature extraction
- training data
- image representation
- label propagation
- text classification
- pattern recognition
- similarity measure
- image segmentation
- graph based semi supervised learning
- model selection
- unlabeled samples
- transfer learning
- class labels
- classification accuracy
- active learning
- face recognition
- decision trees
- support vector machine
- feature vectors
- feature space
- semi supervised learning methods
- manifold regularization
- feature selection