Image Retrieval Based on Learning to Rank and Multiple Loss

Image retrieval applying deep convolutional features has achieved the most advanced performance in most standard benchmark tests. In image retrieval, deep metric learning (DML) plays a key role and aims to capture semantic similarity information carried by data points. However, two factors may imped...

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Bibliographic Details
Main Authors: Lili Fan, Hongwei Zhao, Haoyu Zhao, Pingping Liu, Huangshui Hu
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:ISPRS International Journal of Geo-Information
Subjects:
Online Access:https://www.mdpi.com/2220-9964/8/9/393