[HTML][HTML] Multi-UAV collaborative absolute vision positioning and navigation: a survey and discussion

P Tong, X Yang, Y Yang, W Liu, P Wu - Drones, 2023 - mdpi.com
The employment of unmanned aerial vehicles (UAVs) has greatly facilitated the lives of
humans. Due to the mass manufacturing of consumer unmanned aerial vehicles and the …

Remote sensing image retrieval in the past decade: Achievements, challenges, and future directions

W Zhou, H Guan, Z Li, Z Shao… - IEEE Journal of Selected …, 2023 - ieeexplore.ieee.org
Remote sensing image retrieval (RSIR) aims to search and retrieve the images of interest
from a large remote sensing image archive, which has remained to be a hot topic over the …

Transgeo: Transformer is all you need for cross-view image geo-localization

S Zhu, M Shah, C Chen - … of the IEEE/CVF Conference on …, 2022 - openaccess.thecvf.com
The dominant CNN-based methods for cross-view image geo-localization rely on polar
transform and fail to model global correlation. We propose a pure transformer-based …

Cross-view geo-localization with layer-to-layer transformer

H Yang, X Lu, Y Zhu - Advances in Neural Information …, 2021 - proceedings.neurips.cc
In this work, we address the problem of cross-view geo-localization, which estimates the
geospatial location of a street view image by matching it with a database of geo-tagged …

Coming down to earth: Satellite-to-street view synthesis for geo-localization

A Toker, Q Zhou, M Maximov… - Proceedings of the …, 2021 - openaccess.thecvf.com
The goal of cross-view image based geo-localization is to determine the location of a given
street view image by matching it against a collection of geo-tagged satellite images. This …

Geoclip: Clip-inspired alignment between locations and images for effective worldwide geo-localization

V Vivanco Cepeda, GK Nayak… - Advances in Neural …, 2024 - proceedings.neurips.cc
Worldwide Geo-localization aims to pinpoint the precise location of images taken anywhere
on Earth. This task has considerable challenges due to the immense variation in geographic …

Each part matters: Local patterns facilitate cross-view geo-localization

T Wang, Z Zheng, C Yan, J Zhang… - … on Circuits and …, 2021 - ieeexplore.ieee.org
Cross-view geo-localization is to spot images of the same geographic target from different
platforms, eg, drone-view cameras and satellites. It is challenging in the large visual …

Beyond cross-view image retrieval: Highly accurate vehicle localization using satellite image

Y Shi, H Li - Proceedings of the IEEE/CVF Conference on …, 2022 - openaccess.thecvf.com
This paper addresses the problem of vehicle-mounted camera localization by matching a
ground-level image with an overhead-view satellite map. Existing methods often treat this …

Vigor: Cross-view image geo-localization beyond one-to-one retrieval

S Zhu, T Yang, C Chen - … of the IEEE/CVF Conference on …, 2021 - openaccess.thecvf.com
Cross-view image geo-localization aims to determine the locations of street-view query
images by matching with GPS-tagged reference images from aerial view. Recent works …

Joint representation learning and keypoint detection for cross-view geo-localization

J Lin, Z Zheng, Z Zhong, Z Luo, S Li… - … on Image Processing, 2022 - ieeexplore.ieee.org
In this paper, we study the cross-view geo-localization problem to match images from
different viewpoints. The key motivation underpinning this task is to learn a discriminative …