Visual identification of individual Holstein-Friesian cattle via deep metric learning.
William AndrewJing GaoSiobhan MullanNeill W. CampbellAndrew W. DowseyTilo BurghardtPublished in: Comput. Electron. Agric. (2021)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- pairwise
- semi supervised
- machine learning and pattern recognition
- person re identification
- semi supervised clustering
- nearest neighbor classification
- dimensionality reduction
- multi task
- learning tasks
- distance function
- semi supervised learning
- feature space
- mahalanobis metric
- subject to linear constraints
- maximum variance unfolding
- kernel learning
- background knowledge
- semi definite programming
- distance measure
- computer vision
- data mining
- data sets