Deep Metric Learning for Few-Shot Image Classification: A Selective Review.
Xiaoxu LiXiaochen YangZhanyu MaJing-Hao XuePublished in: CoRR (2021)
Keyphrases
- metric learning
- image classification
- distance metric learning
- visual features
- distance metric
- person re identification
- machine learning and pattern recognition
- semi supervised
- distance function
- feature space
- pairwise
- dimensionality reduction
- image features
- multi task
- feature extraction
- learning tasks
- image representation
- sparse representation
- video sequences
- sparse coding
- mahalanobis metric
- semi supervised learning
- distance measure
- euclidean distance
- text categorization
- domain knowledge
- pattern recognition
- image segmentation
- image processing
- feature selection
- machine learning