Semi-Supervised Learning of Visual Classifiers from Web Images and Text.
Nicholas MorsilloChristopher J. PalRandal NelsonPublished in: IJCAI (2009)
Keyphrases
- web images
- semi supervised learning
- co training
- training data
- visual features
- image search
- semi supervised
- unlabeled data
- labeled and unlabeled data
- labeled training data
- labeled data
- image annotation
- supervised learning
- web pages
- unsupervised learning
- unlabeled samples
- text categorization
- machine learning
- visual information
- naive bayes
- class labels
- training examples
- decision trees
- training set
- learning algorithm
- support vector
- text classification
- feature selection
- text classifiers
- data mining
- feature set
- multi label
- image retrieval
- classification accuracy
- image classification
- low level features
- multiscale
- feature extraction
- active learning
- image processing
- nearest neighbor
- k nearest neighbor