Robust Cross-Modal Remote Sensing Image Retrieval via Maximal Correlation Augmentation
Most of existing studies regarding cross-modal content-based remote sensing image
retrieval (CM-CBRSIR) focus on reducing/enlarging the Euclidean distances of cross modal …
retrieval (CM-CBRSIR) focus on reducing/enlarging the Euclidean distances of cross modal …
HGR Maximal Correlation Augmented Cross-Modal Remote Sensing Retrieval
Most existing methods for cross-modal content-based remote sensing image retrieval (CM-
CBRSIR) have only focused on implementations by optimizing the projected features in a …
CBRSIR) have only focused on implementations by optimizing the projected features in a …
Fusion-based correlation learning model for cross-modal remote sensing image retrieval
Y Lv, W Xiong, X Zhang, Y Cui - IEEE Geoscience and Remote …, 2021 - ieeexplore.ieee.org
With the increasing of cross-modal data, cross-modal retrieval has attracted more attention
in remote sensing (RS), since it provides a more flexible and convenient way to obtain …
in remote sensing (RS), since it provides a more flexible and convenient way to obtain …
A novel self-supervised cross-modal image retrieval method in remote sensing
Due to the availability of multi-modal remote sensing (RS) image archives, one of the most
important research topics is the development of cross-modal RS image retrieval (CM-RSIR) …
important research topics is the development of cross-modal RS image retrieval (CM-RSIR) …
[HTML][HTML] Dual modality collaborative learning for cross-source remote sensing retrieval
Content-based remote sensing (RS) image retrieval (CBRSIR) is a critical way to organize
high-resolution RS (HRRS) images in the current big data era. The increasing volume of …
high-resolution RS (HRRS) images in the current big data era. The increasing volume of …
A transformer-based cross-modal image-text retrieval method using feature decoupling and reconstruction
H Zhang, Y Sun, Y Liao, SY Xu, R Yang… - IGARSS 2022-2022 …, 2022 - ieeexplore.ieee.org
With the increasing application of remote sensing technology, the task of cross-modal
retrieval of remote sensing images (CMRRS) has gradually attracted widespread attention …
retrieval of remote sensing images (CMRRS) has gradually attracted widespread attention …
A Texture and Saliency Enhanced Image Learning Method For Cross-Modal Remote Sensing Image-Text Retrieval
R Yang, D Zhang, YH Guo… - IGARSS 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
Cross-modal remote sensing image-text retrieval (CMRSITR) can retrieve images of interest
from a vast amount of remote sensing images and has received significant attention in …
from a vast amount of remote sensing images and has received significant attention in …
A lightweight multi-scale crossmodal text-image retrieval method in remote sensing
Remote sensing (RS) crossmodal text-image retrieval has become a research hotspot in
recent years for its application in semantic localization. However, since multiple inferences …
recent years for its application in semantic localization. However, since multiple inferences …
[HTML][HTML] Content-based high-resolution remote sensing image retrieval via unsupervised feature learning and collaborative affinity metric fusion
With the urgent demand for automatic management of large numbers of high-resolution
remote sensing images, content-based high-resolution remote sensing image retrieval (CB …
remote sensing images, content-based high-resolution remote sensing image retrieval (CB …
Multi-scale interactive transformer for remote sensing cross-modal image-text retrieval
Cross-modal Remote sensing (RS) image-text retrieval (CMR-SITR) plays a crucial role in
the RS community. A common way for CMRSITR is to extract texts and RS images' feature …
the RS community. A common way for CMRSITR is to extract texts and RS images' feature …