Deep Metric Learning for Histopathological Image Classification.
Salvatore CalderaroGiosuè Lo BoscoRiccardo RizzoFilippo VellaPublished in: BigMM (2022)
Keyphrases
- image classification
- metric learning
- distance metric learning
- distance metric
- pairwise
- machine learning and pattern recognition
- learning tasks
- feature extraction
- distance function
- semi supervised
- semi supervised clustering
- person re identification
- dimensionality reduction
- image representation
- image features
- multi task
- feature space
- multi label
- nearest neighbor classification
- semi supervised learning
- mahalanobis metric
- sparse representation
- sparse coding
- learning problems
- subject to linear constraints
- euclidean distance
- class specific
- machine learning
- knn
- pattern recognition
- training data
- computer vision