Metric Learning for Large Scale Image Classification: Generalizing to New Classes at Near-Zero Cost.
Thomas MensinkJakob J. VerbeekFlorent PerronninGabriela CsurkaPublished in: ECCV (2) (2012)
Keyphrases
- metric learning
- distance metric learning
- distance metric
- machine learning and pattern recognition
- pairwise
- learning tasks
- semi supervised
- dimensionality reduction
- person re identification
- multi task
- feature space
- nearest neighbor classification
- distance function
- mahalanobis metric
- semi supervised clustering
- semi definite programming
- semi supervised learning
- subject to linear constraints
- manifold learning
- background knowledge