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A review of deep learning methods for semantic segmentation of remote sensing imagery

Xiaohui Yuan,Jianfang Shi,Lichuan Gu

2021 · DOI: 10.1016/j.eswa.2020.114417
Expert systems with applications · 610 Citations

TLDR

A summary of the fundamental deep neural network architectures and the most recent developments of deep learning methods for semantic segmentation of remote sensing imagery including non-conventional data such as hyperspectral images and point clouds are reviewed.