Scale Matters: Adaptive Granularity Selection for Cross-Species 3D Plant Organ Segmentation
Recent 3D foundation models provide powerful feature representations for point cloud learning by controlling spatial granularity. However, relying on a fixed spatial granularity severely limits generalization in applications like plant phenotyping, where organ morphology and size vary substantially across species and g...