Synthesizing Remote Sensing Images from Land Cover Annotations via Graph Prior Masked Diffusion

Semantic image synthesis (SIS) in remote sensing aims to generate high-fidelity satellite imagery from land use/land cover (LULC) labels, supporting applications such as map updating, data augmentation, and environmental monitoring. However, the existing methods typically focus on pixel-level semant...

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Bibliographic Details
Main Authors: Kai Deng, Siyuan Wei, Shiyan Pang, Huiwei Jiang, Bo Su
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Remote Sensing
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Online Access:https://www.mdpi.com/2072-4292/17/13/2254
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