GeoSURGE: Hierarchical Embeddings Boost Visual Geo‑Localization Accuracy
GeoSURGE combines image appearance with embeddings, achieving top results on five geo‑localization benchmarks and improving scores in 22 of 25 metrics. getnews.me/geosurge-hierarchical-em... #geosurge #geolocalization
Spatially Regularized Contrastive Learning Improves Geo‑Localization
Semivariogram‑based spatial regularization improves GeoCLIP accuracy on the OSV5M street‑view dataset, helping it separate visually similar but distant locations. Read more: getnews.me/spatially-regularized-co... #geolocalization #contrastivelearning
ReCOT Transformer Improves Cross-View Geo-Localization
ReCOT, a recurrent transformer for cross‑view geo‑localization, hits state‑of‑the‑art accuracy while trimming model size by about 60%. Read more: getnews.me/recot-transformer-improv... #recot #geolocalization
