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Machine Learning Approaches to Improve Three Basic Plant Phenotyping Tasks Using Three-Dimensional Point Clouds

Developing automated methods to efficiently process large volumes of point cloud data remains a challenge for three-dimensional (3D) plant phenotyping applications. Here, we describe the development of machine learning methods to tackle three primary challenges in plant phenotyping: lamina/stem clas...

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Detalhes bibliográficos
Publicado no:Plant Physiol
Main Authors: Ziamtsov, Illia, Navlakha, Saket
Formato: Artigo
Idioma:Inglês
Publicado em: American Society of Plant Biologists 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6878014/
https://ncbi.nlm.nih.gov/pubmed/31591152
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1104/pp.19.00524
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