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Jun, 2022
Landslide4Sense:滑坡检测的参考基准数据和深度学习模型
Landslide4Sense: Reference Benchmark Data and Deep Learning Models for Landslide Detection
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Omid Ghorbanzadeh, Yonghao Xu, Pedram Ghamis, Michael Kopp, David Kreil
TL;DR
介绍了用于遥感图像中滑坡检测的 Landslide4Sense 基准数据集,用于支持深度学习的研究和方法开发,评估了 11 个最先进的分割模型的表现,证明 ResU-Net 在滑坡检测任务中表现最佳。
Abstract
This study introduces \textit{Landslide4Sense}, a reference benchmark for
landslide detection
from
remote sensing
. The repository features 3,799 image patches fusing optical layers from Sentinel-2 sensors with th
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