Adaptive Metric Learning for People Re-Identification.
Guanwen ZhangJien KatoYu WangKenji MasePublished in: IEICE Trans. Inf. Syst. (2014)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- machine learning and pattern recognition
- semi supervised
- pairwise
- dimensionality reduction
- person re identification
- nearest neighbor classification
- feature space
- multi task
- semi supervised clustering
- learning tasks
- mahalanobis metric
- subject to linear constraints
- data sets
- data points
- maximum variance unfolding
- margin maximization
- semi definite programming
- distance function
- euclidean distance
- unlabeled data
- semi supervised learning
- supervised learning
- support vector machine
- active learning
- high dimensional
- decision trees
- image processing
- neural network