Structured Prediction with Output Embeddings for Semantic Image Annotation.
Ariadna QuattoniArnau RamisaPranava Swaroop MadhyasthaEdgar Simo-SerraFrancesc Moreno-NoguerPublished in: CoRR (2015)
Keyphrases
- image annotation
- structured prediction
- semantic concepts
- low level features
- automatic image annotation
- image understanding
- multi modal
- maximum margin
- visual features
- image content
- conditional random fields
- image retrieval
- max margin
- efficient learning
- visual concepts
- high level
- multi label
- markov networks
- semantic information
- approximate inference
- latent variables
- convex optimization
- multi label classification
- low level
- natural language
- learning tasks
- topic models
- support vector machine
- image data
- bayesian networks
- computer vision