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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. International Conference on Remote Sensing and Geoinformation of Environment (RSCy-2025), 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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