TagProp: Discriminative metric learning in nearest neighbor models for image auto-annotation.
Matthieu GuillauminThomas MensinkJakob J. VerbeekCordelia SchmidPublished in: ICCV (2009)
Keyphrases
- metric learning
- nearest neighbor
- auto annotation
- image data
- automatic image annotation
- image features
- image content
- semi supervised
- distance metric
- multiscale
- image classification
- probabilistic model
- multi modal
- image matching
- low level
- image representation
- image collections
- image retrieval
- learning tasks
- feature space
- similarity measure
- support vector
- computer vision
- image regions
- distance function
- feature set
- dimensionality reduction
- information extraction
- knn
- high dimensional
- pairwise