Joint Dictionary and Classifier Learning for Categorization of Images Using a Max-margin Framework.
Hans LobelRené VidalDomingo MeryAlvaro SotoPublished in: PSIVT (2013)
Keyphrases
- max margin
- learning scheme
- learning algorithm
- structured prediction
- multi label classification
- image database
- latent variables
- support vector machine
- multi class
- visual similarity
- maximum margin
- multi label
- object recognition
- markov networks
- image annotation
- image retrieval
- efficient learning
- parameter learning
- image collections
- learning problems
- learning tasks
- conditional random fields
- image classification
- image regions
- support vector
- segmentation method
- text categorization
- supervised learning
- object detection
- bayesian networks
- probabilistic model
- machine learning