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Single-image estimation of tree volume via pixel-mapped 3D reconstruction: A low-cost solution using deep learning and curvature segmentation

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Although LiDAR is widely used for tree measurement, its high cost and operational complexity remain significant barriers to widespread adoption. With advances in photogrammetry and deep learning, efficient and accurate alternatives have become increasingly imp... ...