GeoSURGE: Geo-localization using Semantic Fusion with Hierarchy of Geographic Embeddings

1. 1Formulate global geo-localization as aligning visual representation of a query image with learned geographic representation
2. 2Learn expressive representations of geographic space using hierarchy of geographic embeddings
3. 3Apply semantic fusion to combine visual and geographic representations
4. 4Evaluate the performance of GeoSURGE on worldwide visual geo-localization tasks

Computer vision engineers and researchers on a team can benefit from GeoSURGE to improve geo-localization tasks, while data scientists can apply the learned geographic representations to various applications

💡 Learning expressive representations of geographic space is crucial for accurate geo-localization

💡 GeoSURGE: Geo-localization using semantic fusion with hierarchy of geographic embeddings