SWNet combines visible and NIR spectra with a Pyramid Vision Transformer, bimodal gated fusion, and edge refinement to outperform prior methods on camouflaged weed detection in the Weeds-Banana dataset.
Cross-modal feature fusion for field weed mapping using rgb and near-infrared imagery.Agriculture, 14(12):2331, 2024
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SWNet: A Cross-Spectral Network for Camouflaged Weed Detection
SWNet combines visible and NIR spectra with a Pyramid Vision Transformer, bimodal gated fusion, and edge refinement to outperform prior methods on camouflaged weed detection in the Weeds-Banana dataset.