Sampling-invariant fully metric learning for few-shot object detection.
Jiaxu LengTaiyue ChenXinbo GaoMengjingcheng MoYongtao YuYan ZhangPublished in: Neurocomputing (2022)
Keyphrases
- metric learning
- object detection
- distance metric
- distance metric learning
- semi supervised
- pairwise
- machine learning and pattern recognition
- dimensionality reduction
- face detection
- distance function
- computer vision
- multi task
- feature space
- learning tasks
- semi supervised clustering
- random sampling
- semi supervised learning
- multi class
- mahalanobis metric
- visual features
- object recognition
- video sequences
- sample size
- object categories
- background knowledge
- learning experience
- data sets
- subject to linear constraints