Developing Non-Destructive Inspection Motion Primitives for Robotic Plant Interaction

Develop and validate robot motion primitives for non-destructive plant inspection that enable gentle and precise manipulation of delicate plant structures such as leaves during robotic interaction.

Background

The paper presents Botany-Bot, which builds 3D digital twins of plants and uses a robot arm to manipulate leaves for high-resolution inspection of occluded features. While many agricultural robotics applications focus on destructive tasks like harvesting or weeding, inspection requires delicate, precise, and safe motions.

Within the survey of prior work, the authors explicitly identify the absence of robust non-destructive inspection primitives as an open challenge in robotic plant interaction, motivating research on motion primitives that can gently manipulate leaves without damage while enabling effective inspection.

References

However, for non-destructive interactions, such as plant inspection, gentle and precise robotic movements are essential, particularly when interacting with delicate structures like leaves. Developing such inspection primitives remains an open challenge in robotic plant interaction.

Botany-Bot: Digital Twin Monitoring of Occluded and Underleaf Plant Structures with Gaussian Splats  (2510.17783 - Adebola et al., 20 Oct 2025) in Related Work — Robot-Plant Interaction and Motion Primitives subsection