Constrained Deep Metric Learning for Person Re-identification.
Hailin ShiXiangyu ZhuShengcai LiaoZhen LeiYang YangStan Z. LiPublished in: CoRR (2015)
Keyphrases
- metric learning
- person re identification
- distance metric
- distance metric learning
- pairwise
- multi task
- feature space
- semi supervised
- learning tasks
- distance function
- dimensionality reduction
- kernel matrix
- feature selection
- manifold structure
- machine learning algorithms
- discriminative information
- semi supervised learning
- unsupervised learning
- domain knowledge
- active learning
- similarity measure