Search Results for author: Henry J. Nelson

Found 2 papers, 1 papers with code

3D Reconstruction in Noisy Agricultural Environments: A Bayesian Optimization Perspective for View Planning

no code implementations29 Sep 2023 Athanasios Bacharis, Konstantinos D. Polyzos, Henry J. Nelson, Georgios B. Giannakis, Nikolaos Papanikolopoulos

3D reconstruction is a fundamental task in robotics that gained attention due to its major impact in a wide variety of practical settings, including agriculture, underwater, and urban environments.

3D Reconstruction Bayesian Optimization

Pre-Clustering Point Clouds of Crop Fields Using Scalable Methods

1 code implementation22 Jul 2021 Henry J. Nelson, Nikolaos Papanikolopoulos

In order to apply the recent successes of machine learning and automated plant phenotyping on a large scale using agricultural robotics, efficient and general algorithms must be designed to intelligently split crop fields into small, yet actionable, portions that can then be processed by more complex algorithms.

Clustering Plant Phenotyping

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