Deep metric learning for few-shot image classification: A Review of recent developments.
Xiaoxu LiXiaochen YangZhanyu MaJing-Hao XuePublished in: Pattern Recognit. (2023)
Keyphrases
- recent developments
- metric learning
- image classification
- distance metric learning
- visual features
- distance metric
- learning tasks
- machine learning and pattern recognition
- semi supervised
- pairwise
- person re identification
- recent advances
- dimensionality reduction
- feature extraction
- feature space
- image representation
- image features
- multi label
- sparse representation
- mahalanobis metric
- video sequences
- distance function
- multi task
- domain knowledge
- sparse coding
- semi supervised learning
- euclidean distance
- similarity search
- class specific
- labeled data
- pattern recognition
- subject to linear constraints