CLIP-UG: CLIP-Driven Vision-Language Model for UAV-View Geo-Localization
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Consumer Electronics"
DOI: 10.1109/tce.2025.3600486
Abstract: The objective of cross-view geo-localization is to match remote sensing images with corresponding images within the same scene, viewed from different perspectives. The advancement in Uncrewed Aerial Vehicle (UAV) technology has underscored the significance of… read more here.
Keywords: view; view geo; uav view; language ... See more keywords
A Transformer-Based Feature Segmentation and Region Alignment Method for UAV-View Geo-Localization
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2021.3135013
Abstract: Cross-view geo-localization is a task of matching the same geographic image from different views, e.g., unmanned aerial vehicle (UAV) and satellite. The most difficult challenges are the position shift and the uncertainty of distance and… read more here.
Keywords: information; view geo; view; feature ... See more keywords
SHAA: Spatial Hybrid Attention Network With Adaptive Cross-Entropy Loss Function for UAV-View Geo-Localization
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2025.3560637
Abstract: Cross-view geo-localization provides an offline visual positioning strategy for unmanned aerial vehicles (UAVs) in Global Navigation Satellite System (GNSS)-denied environments. However, it still faces the following challenges, leading to suboptimal localization performance: 1) Existing methods… read more here.
Keywords: view geo; cross; hybrid attention; localization ... See more keywords
TransFG: A Cross-View Geo-Localization of Satellite and UAVs Imagery Pipeline Using Transformer-Based Feature Aggregation and Gradient Guidance
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2024.3352418
Abstract: Cross-view geo-localization of satellite and unmanned aerial vehicles (UAVs) imagery has attracted extensive attention due to its tremendous potential for global navigation satellite system (GNSS) denied navigation. However, inadequate feature representation across different views coupled… read more here.
Keywords: cross view; transfg; view; navigation ... See more keywords
A Self-Adaptive Feature Extraction Method for Aerial-View Geo-Localization
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2024.3513157
Abstract: Cross-view geo-localization aims to match the same geographic location from different view images, e.g., drone-view images and geo-referenced satellite-view images. Due to UAV cameras’ different shooting angles and heights, the scale of the same captured… read more here.
Keywords: view; view geo; self adaptive; scale ... See more keywords
Leveraging cross-view geo-localization with ensemble learning and temporal awareness
Sign Up to like & getrecommendations! Published in 2023 at "PLOS ONE"
DOI: 10.1371/journal.pone.0283672
Abstract: The Global Navigation Satellite System (GNSS) is unreliable in some situations. To mend the poor GNSS signal, an autonomous vehicle can self-localize by matching a ground image against a database of geotagged aerial images. However,… read more here.
Keywords: view geo; awareness; temporal awareness; leveraging cross ... See more keywords