Aligning Geo-Tagged Clip Representations and Satellite Imagery for Few-Shot Land Use Classification

Author:

Jain Pallavi1,Marcos Diego2,Ienco Dino2,Interdonato Roberto2,Dhakal Aayush3,Jacobs Nathan3,Berchoux Tristan1

Affiliation:

1. Mediterranean Agronomic Institute of Montpellier - CIHEAM-IAMM,Montpellier,France

2. Inria, Univ. of Montpellier,Montpellier,France

3. Washington University in St.,Louis,USA

Funder

Horizon Europe

Publisher

IEEE

Reference11 articles.

1. Emerging Properties in Self-Supervised Vision Transformers

2. Learning transferable visual models from natural language supervision;Radford

3. Sat2cap: Mapping fine-grained textual descriptions from satellite images;Dhakal,2023

4. RemoteCLIP: A Vision Language Foundation Model for Remote Sensing

5. Learning deep representations for ground-to-aerial geolocalization

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