Global Optimal Structured Embedding Learning for Remote Sensing Image Retrieval

• Published in: Sensors
• Main Authors: Pingping Liu, Guixia Gou, Xue Shan, Dan Tao, Qiuzhan Zhou
• Format: Article in Journal/Newspaper
• Language: English
• Published: MDPI AG 2020
• Subjects: remote sensing image retrieval; convolutional neural network; deep metric learning; global optimization; Chemical technology; TP1-1185; Triplets; DML
• Online Access: https://doi.org/10.3390/s20010291; https://doaj.org/article/7028afdab3f74d24a4a11f14b8744e6a

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...