Global Optimal Structured Embedding Learning for Remote Sensing Image Retrieval

• Published in: Sensors
• Main Authors: Liu, Pingping, Gou, Guixia, Shan, Xue, Tao, Dan, Zhou, Qiuzhan
• Format: Text
• Language: English
• Published: MDPI 2020
• Subjects: Article; Triplets; DML
• Online Access: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6983082/; http://www.ncbi.nlm.nih.gov/pubmed/31948002; https://doi.org/10.3390/s20010291

A rich line of works focus on designing elegant loss functions under the deep metric learning (DML) paradigm to learn a discriminative embedding space for remote sensing image retrieval (RSIR). Essentially, such embedding space could efficiently distinguish deep feature descriptors. So far, most exi...