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Publication

Spatio-Temporal Diffusion Model for Satellite Imagery

Prathap Kashyap; Alireza Javanmardi; Pragati Jaiswal; Alain Pagani; Gerd Reis
In: Proceedings of The Eleventh International Conference on Remote Sensing and Geoinformation of Environment (RSCy). Workshop in Artificial Intelligence Applications in Earth Observation and Geoinformatics, located at RSCy 2025, March 19, Paphos, Cyprus, SPIE, 2025.

Abstract

Generative AI models have proven exceptionally useful for learning representations of the real world and creating novel data. The aim of this work is therefore the use of open-source data from satellites such as the Landsat and Sentinel series to learn the progression of landscapes over time under various influences and predict their potential future appearances using a diffusion model.

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