Papers with image-only geolocation method
G3: Geolocation via Guidebook Grounding (2022.findings-emnlp)
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| Challenge: | a new task uses explicit knowledge from human-written guidebooks to improve geolocation accuracy . a state-of-the-art image-only method is unable to predict the location of an image . |
| Approach: | They propose a task that uses streetview images and a guidebook to predict a country for each image . they add clues from the guidebook and supervise attention with country-level pseudo labels . |
| Outcome: | The proposed method outperforms state-of-the-art image-only geolocation methods with 5% improvement in Top-1 accuracy. |