3 papers indexed
Tianyi Gao, Jiayu Lin, Danielle Beaulieu, Nathan Jacobs
Cross-view geo-localization matches ground-level observations against geo-tagged satellite imagery. Recent methods show that sequential queries such as video clips yield richer spatiotemporal cues than single images, yet they overlook a complementary sequential modality: route de…
Brian Wei, Srikumar Sastry, Daniel Cher, Eric Xing, Nathan Jacobs
Generative models have achieved remarkable progress, yet applying them to satellite imagery remains challenging. Unlike natural imagery, satellite scenes are structured by spatially complex and semantically distinct geometries. Prior work addresses this complexity by adapting nat…
Daniel Cher, Hamza Iqbal, Eric Xing, Brian Wei, Nathan Jacobs
Geolocation encoders, which map geographic coordinates to learned representations, are emerging as an effective means of capturing visual and non-visual characteristics from a latitude-longitude pair alone. However, existing approaches project coordinates onto fixed bases (e.g.,…