Comparing Class-Aware and Pairwise Loss Functions for Deep Metric Learning in Wildlife Re-Identification.
Nkosikhona DlaminiTerence L. van ZylPublished in: Sensors (2021)
Keyphrases
- pairwise
- loss function
- metric learning
- reproducing kernel hilbert space
- distance metric learning
- pairwise constraints
- pairwise classification
- semi supervised
- kernel matrix
- multi class
- markov random field
- potential functions
- mahalanobis distance
- learning models
- spectral clustering
- similarity measure
- boosting algorithms
- machine learning
- distance metric
- class labels
- support vector