A semi-naïve Bayesian method incorporating clustering with pair-wise constraints for auto image annotation.
Wanjun JinRui ShiTat-Seng ChuaPublished in: ACM Multimedia (2004)
Keyphrases
- image annotation
- bayesian methods
- pair wise constraints
- constrained clustering
- semi supervised clustering
- multi label
- visual features
- multi modal
- image understanding
- clustering algorithm
- image retrieval
- image content
- semi supervised
- text categorization
- clustering method
- k means
- text classification
- model selection
- data clustering
- distance metric
- pairwise
- gaussian processes
- unsupervised learning
- high dimensional data
- spectral clustering
- bayesian framework
- learning algorithm
- image representation
- object recognition
- hyperparameters
- low level
- dimensionality reduction
- document clustering
- machine learning algorithms
- machine learning
- unlabeled data
- semi supervised learning