Visual Microfossil Identification via Deep Metric Learning.
Tayfun KaraderiTilo BurghardtAllison Y. HsiangJacob RamaerDaniela N. SchmidtPublished in: ICPRAI (1) (2022)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- pairwise
- machine learning and pattern recognition
- semi supervised
- distance function
- nearest neighbor classification
- person re identification
- dimensionality reduction
- semi supervised clustering
- learning tasks
- feature space
- mahalanobis metric
- semi supervised learning
- multi task
- semi definite programming
- maximum variance unfolding
- subject to linear constraints
- visual features
- database systems
- neural network
- distance measure
- prior knowledge
- computer vision
- machine learning
- data sets