Valsamis Ntouskos

Meta-Prompting with Open-Source Language Models for Zero-Shot Scene Classification in Remote Sensing

2026 · ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences

Abstract. Zero-shot visual recognition with vision-language models (VLMs) has shown strong generalization to unseen categories in natural-image benchmarks, yet its effectiveness in remote-sensing (RS) imagery remains less explored. In this paper, we investigate whether meta-prompting …