BriefGPT.xyz
Oct, 2017
遥感中的深度学习:综述
Deep learning in remote sensing: a review
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Xiao Xiang Zhu, Devis Tuia, Lichao Mou, Gui-Song Xia, Liangpei Zhang...
TL;DR
分析了深度学习用于遥感数据分析的挑战、近期进展及如何利用该技术应对包括气候变化和城市化等前所未有的大规模具有影响力的挑战,鼓励遥感科学家将自己的专业知识带入深度学习,并将其作为隐式通用模型。
Abstract
Standing at the paradigm shift towards data-intensive science,
machine learning
techniques are becoming increasingly important. In particular, as a major breakthrough in the field,
deep learning
has proven as an
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