Fully convolutional recurrent networks for multidate crop recognition from multitemporal image sequences

Jorge Andres Chamorro Martinez,Laura Elena Cué La Rosa,Raul Queiroz Feitosa,Ieda Del’Arco Sanches,Patrick Nigri Happ

ISPRS Journal of Photogrammetry and Remote Sensing（2021）

引用 41|浏览5

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摘要

•A novel N-to-N recurrent network for pixel-wise crop labeling of image sequences.•It combines RNN, encoder-decoder architectures and prior knowledge on crop dynamics.•Experiments on multi-date SAR datasets representing complex spatio-temporal dynamics.

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关键词

Convolutional recurrent networks,Fully convolutional networks,Recurrent networks,Crop recognition,Deep learning,Remote sensing

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