2 papers
q-bio.OT2025
Accurate 3D Grapevine Structure Extraction from High-Resolution Point Clouds
Harry Dobbs, Casey Peat, Oliver Batchelor +2
Accurate 3D modelling of grapevines is crucial for precision viticulture, particularly for informed pruning decisions and automated management techniques. However, the intricate st…
cs.CV2023
Smart-Tree: Neural Medial Axis Approximation of Point Clouds for 3D Tree Skeletonization
Harry Dobbs, Oliver Batchelor, Richard Green +1
This paper introduces Smart-Tree, a supervised method for approximating the medial axes of branch skeletons from a tree point cloud. Smart-Tree uses a sparse voxel convolutional ne…