Deep metric learning for visual understanding : an overview of recent advances

Metric learning aims to learn a distance function to measure the similarity of samples, which plays an important role in many visual understanding applications. Generally, the optimal similarity functions for different visual understanding tasks are task specific because the distributions for data u...

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Bibliographic Details
Main Authors: Lu, Jiwen, Hu, Junlin, Zhou, Jie
Other Authors: School of Electrical and Electronic Engineering
Format: Journal Article
Language:English
Published: 2020
Subjects:
Online Access:https://hdl.handle.net/10356/142292