CucumberVision compares five 3D length methods on 48 RGB-D captures of seven cucumbers and shows a novel medial-axis cubic spline with trapezoidal integration achieves the lowest 4.13% MAPE, outperforming baselines at corrected significance.
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GreenScatter retrieves soil moisture through vegetation using a physics-based radiative transfer model and RCS estimation for UAV radar, validated with 4.49% average VWC error in corn and soybean field experiments.
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Curvature-aware 3D length estimation of greenhouse cucumbers using RGB-D imaging and cubic spline arc-length integration
CucumberVision compares five 3D length methods on 48 RGB-D captures of seven cucumbers and shows a novel medial-axis cubic spline with trapezoidal integration achieves the lowest 4.13% MAPE, outperforming baselines at corrected significance.
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GreenScatter: Through-Canopy Soil Moisture Sensing with UAV-Mounted Radar
GreenScatter retrieves soil moisture through vegetation using a physics-based radiative transfer model and RCS estimation for UAV radar, validated with 4.49% average VWC error in corn and soybean field experiments.