Deep Metric Learning for Computer Vision: A Brief Overview.
Deen Dayal MohanBhavin JawadeSrirangaraj SetlurVenu GovindarajuPublished in: CoRR (2023)
Keyphrases
- metric learning
- computer vision
- distance metric learning
- distance metric
- pairwise
- multi task
- person re identification
- semi supervised
- mahalanobis metric
- nearest neighbor classification
- machine learning and pattern recognition
- dimensionality reduction
- learning tasks
- semi supervised learning
- feature space
- object recognition
- semi supervised clustering
- image processing
- distance function
- semi definite programming
- image matching
- image features
- pattern recognition
- subject to linear constraints
- machine learning
- object detection
- neural network
- learning algorithm
- background knowledge
- appearance modeling
- multi class
- maximum variance unfolding