Benchmark datasets are critical for developing, evaluating, and comparing remote sensing image retrieval (RSIR) approaches. However, current benchmark datasets are deficient in …
D Hou, Z Miao, H Xing, H Wu - International Journal of Remote …, 2021 - Taylor & Francis
Benchmark datasets are essential to develop and evaluate remote sensing image retrieval (RSIR) approaches. However, there are no two datasets with different remote sensing image …
L Fan, H Zhao, H Zhao - IEEE Transactions on Geoscience and …, 2020 - ieeexplore.ieee.org
With the explosive growth of remote sensing big data, large-scale remote sensing image retrieval (RSIR) has become one of the most challenging tasks in data mining, attracting …
F Ye, H Xiao, X Zhao, M Dong, W Luo… - IEEE geoscience and …, 2018 - ieeexplore.ieee.org
Remote sensing image retrieval (RSIR) is a fundamental task in remote sensing. Most content-based RSIR approaches take a simple distance as similarity criteria. A retrieval …
GS Xia, XY Tong, F Hu, Y Zhong… - arXiv preprint arXiv …, 2017 - researchgate.net
Remote sensing (RS) image retrieval based on visual content is of great significance for geological information mining. Over the past two decades, a large amount of research on …
XY Tong, GS Xia, F Hu, Y Zhong… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Remote sensing (RS) image retrieval is of great significant for geological information mining. Over the past two decades, a large amount of research on this task has been carried out …
Due to the specific characteristics and complicated contents of remote sensing (RS) images, remote sensing image retrieval (RSIR) is always an open and tough research topic in the RS …
W Xiong, Y Lv, Y Cui, X Zhang, X Gu - Remote Sensing, 2019 - mdpi.com
Effective feature representations play a decisive role in content-based remote sensing image retrieval (CBRSIR). Recently, learning-based features have been widely used in …
ZZ Wu, C Zou, Y Wang, M Tan, T Weise - Information Sciences, 2021 - Elsevier
The rising number and size of remote sensing (RS) image archives makes content-based RS image retrieval (CBRSIR) more important. Convolutional neural networks (CNNs) offer …