BriefGPT.xyz
Apr, 2024
扩散模型与遥感相遇: 原理、方法和展望
Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives
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Yidan Liu, Jun Yue, Shaobo Xia, Pedram Ghamisi, Weiying Xie...
TL;DR
扩散模型在遥感领域具有巨大潜力,在图像处理方面取得了重要进展。该研究对扩散模型在遥感领域的应用进行了全面回顾,涵盖了图像生成、增强和解释等方面,并对现有模型的局限性与进一步研究方向进行了探讨和总结。
Abstract
As a newly emerging advance in
deep generative models
,
diffusion models
have achieved state-of-the-art results in many fields, including computer vision, natural language processing, and molecule design. The
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