Active Metric Learning for Object Recognition.
Sandra EbertMario FritzBernt SchielePublished in: DAGM/OAGM Symposium (2012)
Keyphrases
- metric learning
- object recognition
- distance metric learning
- distance metric
- pairwise
- machine learning and pattern recognition
- semi supervised
- semi supervised clustering
- learning tasks
- person re identification
- distance function
- computer vision
- dimensionality reduction
- nearest neighbor classification
- mahalanobis metric
- semi supervised learning
- multi task
- subject to linear constraints
- maximum variance unfolding
- semi definite programming
- object class
- unsupervised learning
- image features
- feature space
- distance measure
- object categories
- machine learning
- low dimensional
- labeled data