Insights from Classifying Visual Concepts with Multiple Kernel Learning
Alexander BinderShinichi NakajimaMarius KloftChristina MüllerWojciech SamekUlf BrefeldKlaus-Robert MüllerMotoaki KawanabePublished in: CoRR (2011)
Keyphrases
- visual concept detection
- multiple kernel learning
- visual concepts
- linear combination
- kernel methods
- semi supervised learning
- kernel function
- learning tasks
- learning problems
- image content
- image annotation
- video content
- image collections
- object categories
- feature selection
- visual information
- visual content
- small number
- learning algorithm
- semantic concepts
- data sets
- machine learning algorithms
- pairwise
- machine learning
- inter related
- data mining