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Active sensing to characterize the heterogeneity of plant stress

arXiv · AI, language, vision and robotics · article · Aug 27, 2026 · UTC

While most phenotyping platforms rely primarily on image-based measurements, advanced plant characterization requires the integration of active physiological sensing modali- ties such as chlorophyll fluorescence. We present an autonomous robotic platform designed to perform targeted fluorescence measurements on plant leaves. The system combines 3D plant reconstruction, geometric analysis, and motion planning to localize suitable measurement points and generate collision-free trajectories for a robotic manipulator. A dense 3D model of the plant is reconstructed from multi-view data and used to

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First collected: 2026-09-21T08:32:02.028Z. This is not the publication date.