High-resolution mapping of paddy rice fields from unmanned airborne vehicle images using enhanced-TransUnet.

Chenxi Yan,Ziming Li,Zhicheng Zhang,Ying Sun,Yidan Wang,Qinchuan Xin

Comput. Electron. Agric.（2023）

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摘要

•Vision-Transformer and CBAM used to improve rice field extraction accuracy.•Deep learning method for multi-temporal image extraction of rice fields.•New method improves rice field extraction accuracy.•Impact of multi-temporal remote sensing on crop extraction discussed.•Dilated convolution improves computational efficiency.

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关键词

unmanned airborne vehicle images,paddy rice fields,high-resolution,enhanced-transunet

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