Review of target geo-location algorithms for aerial remote sensing cameras without control points
Y Cai, Y Zhou, H Zhang, Y Xia, P Qiao, J Zhao - Applied Sciences, 2022 - mdpi.com
Aerial cameras are one of the main devices for obtaining ground images in the air. Since the
industrial community sets higher requirements of aerial cameras' self-locating performance …
industrial community sets higher requirements of aerial cameras' self-locating performance …
Uav's status is worth considering: A fusion representations matching method for geo-localization
Visual geo-localization plays a crucial role in positioning and navigation for unmanned
aerial vehicles, whose goal is to match the same geographic target from different views. This …
aerial vehicles, whose goal is to match the same geographic target from different views. This …
MCCG: A ConvNeXt-based multiple-classifier method for cross-view geo-localization
T Shen, Y Wei, L Kang, S Wan… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The key to crossview geolocalization is to match images of the same target from different
viewpoints, eg, images from drones and satellites. It is a challenging problem due to the …
viewpoints, eg, images from drones and satellites. It is a challenging problem due to the …
An integrated parallel inner deep learning models information fusion with Bayesian optimization for land scene classification in satellite images
Classification of remote scenes in satellite imagery has many applications, such as
surveillance, earth observation, etc. Classifying high-resolution remote sensing images in …
surveillance, earth observation, etc. Classifying high-resolution remote sensing images in …
A part-aware attention neural network for cross-view geo-localization between UAV and satellite
DV Bui, M Kubo, H Sato - … of Robotics, Networking and Artificial Life, 2022 - jstage.jst.go.jp
Cross-view image matching for geo-localization is the task of finding images containing the
same geographic target across different platforms. This task has drawn significant attention …
same geographic target across different platforms. This task has drawn significant attention …
[HTML][HTML] A Satellite-Drone Image Cross-View Geolocalization Method Based on Multi-Scale Information and Dual-Channel Attention Mechanism
N Gong, L Li, J Sha, X Sun, Q Huang - Remote Sensing, 2024 - mdpi.com
Satellite-Drone Image Cross-View Geolocalization has wide applications. Due to the
pronounced variations in the visual features of 3D objects under different angles, Satellite …
pronounced variations in the visual features of 3D objects under different angles, Satellite …
Aerial-view geo-localization based on multi-layer local pattern cross-attention network
Aerial-view geo-localization aims to determine locations of interest to drones by matching
drone-view images against a satellite database with geo-tagging. The key underpinning of …
drone-view images against a satellite database with geo-tagging. The key underpinning of …
CV-Cities: Advancing Cross-View Geo-Localization in Global Cities
G Huang, Y Zhou, L Zhao, W Gan - IEEE Journal of Selected …, 2024 - ieeexplore.ieee.org
Cross-view geo-localization (CVGL), which involves matching and retrieving satellite images
to determine the geographic location of a ground image, is crucial in GNSS-constrained …
to determine the geographic location of a ground image, is crucial in GNSS-constrained …
USuperGlue: an unsupervised UAV image matching network based on local self-attention
This study addresses the issues of the limited or unavailable unmanned aerial vehicle (UAV)
image matching labels, differences in imagery between UAV and ground cameras, and the …
image matching labels, differences in imagery between UAV and ground cameras, and the …
[HTML][HTML] MMHCA: Multi-feature representations based on multi-scale hierarchical contextual aggregation for UAV-view geo-localization
C Nanhua, T LOU, Z Liangyu - Chinese Journal of Aeronautics, 2024 - Elsevier
In global navigation satellite system denial environment, cross-view geo-localization based
on image retrieval presents an exceedingly critical visual localization solution for Unmanned …
on image retrieval presents an exceedingly critical visual localization solution for Unmanned …