3 papers
cs.CV2026
Turning Generators into Retrievers: Unlocking MLLMs for Natural Language-Guided Geo-Localization
Yuqi Chen, Xiaohan Zhang, Ahmad Arrabi +3
Natural-language Guided Cross-view Geo-localization (NGCG) aims to retrieve geo-tagged satellite imagery using textual descriptions of ground scenes. While recent NGCG methods comm…
cs.CV2026
Geo: Geometry-Guided Cross-view Geo-Localization and Image Synthesis
Yancheng Zhang, Xiaohan Zhang, Guangyu Sun +3
Cross-view geo-spatial learning consists of two important tasks: Cross-View Geo-Localization (CVGL) and Cross-View Image Synthesis (CVIS), both of which rely on establishing geomet…
cs.CV2026
GeoFlow: Real-Time Fine-Grained Cross-View Geolocalization via Iterative Flow Prediction
Ayesh Abu Lehyeh, Xiaohan Zhang, Ahmad Arrabi +3
Accurate and fast localization is vital for safe autonomous navigation in GPS-denied areas. Fine-Grained Cross-View Geolocalization (FG-CVG) aims to estimate the precise 2-Degree-o…