SiamC Transformer: Siamese coupling swin transformer Multi-Scale semantic segmentation network for vegetation extraction under shadow conditions

Shichao Cui,Wei Chen,Wenzhu Gu,Lan Yang,Xinyu Shi

Computers and Electronics in Agriculture（2023）

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摘要

•A new semantic segmentation network for vegetation extraction under shadow conditions is proposed.•ASwin Transformer with a Siamese network structure is utilized.•Light intensity information and polarization information are adaptively fused.•The accuracy of FVC estimation under shadow conditions is improved.

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关键词

Vegetation Extraction,Semantic Segmentation,Swin Transformer,Siamese Network,Polarization

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