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Oct, 2018
卷积LSTM用于远程感知图像的云适应分割
Convolutional LSTMs for Cloud-Robust Segmentation of Remote Sensing Imagery
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Marc Rußwurm, Marco Körner
TL;DR
本研究探讨了利用卷积长短时记忆网络进行植被分类的云覆盖鲁棒性,包括可视化内部细胞激活和对不同云覆盖数据集进行消融实验,结果表明网络内部已经自动学习了云过滤机制,进一步证明了多时间深度学习方法的预处理流程的必要性存在疑问。
Abstract
Dynamic spatiotemporal processes on the Earth can be observed by an increasing number of
optical earth observation
satellites that measure spectral reflectance at multiple spectral bands in regular intervals.
clouds
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