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3D modeling and reconstruction of plants and trees: A cross-cutting review across computer graphics, vision, and plant phenotyping

This paper reviews the past and current trends of three-dimensional (3D) modeling and reconstruction of plants and trees. These topics have been studied in multiple research fields, including computer vision, graphics, plant phenotyping, and forestry. This paper, therefore, provides a cross-cutting...

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Detalles Bibliográficos
Autor principal: Okura, Fumio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Japanese Society of Breeding 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8987840/
https://www.ncbi.nlm.nih.gov/pubmed/36045890
http://dx.doi.org/10.1270/jsbbs.21074
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author Okura, Fumio
author_facet Okura, Fumio
author_sort Okura, Fumio
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description This paper reviews the past and current trends of three-dimensional (3D) modeling and reconstruction of plants and trees. These topics have been studied in multiple research fields, including computer vision, graphics, plant phenotyping, and forestry. This paper, therefore, provides a cross-cutting review. Representations of plant shape and structure are first summarized, where every method for plant modeling and reconstruction is based on a shape/structure representation. The methods were then categorized into 1) creating non-existent plants (modeling) and 2) creating models from real-world plants (reconstruction). This paper also discusses the limitations of current methods and possible future directions.
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spelling pubmed-89878402022-08-30 3D modeling and reconstruction of plants and trees: A cross-cutting review across computer graphics, vision, and plant phenotyping Okura, Fumio Breed Sci Invited Review This paper reviews the past and current trends of three-dimensional (3D) modeling and reconstruction of plants and trees. These topics have been studied in multiple research fields, including computer vision, graphics, plant phenotyping, and forestry. This paper, therefore, provides a cross-cutting review. Representations of plant shape and structure are first summarized, where every method for plant modeling and reconstruction is based on a shape/structure representation. The methods were then categorized into 1) creating non-existent plants (modeling) and 2) creating models from real-world plants (reconstruction). This paper also discusses the limitations of current methods and possible future directions. Japanese Society of Breeding 2022-03 2022-02-03 /pmc/articles/PMC8987840/ /pubmed/36045890 http://dx.doi.org/10.1270/jsbbs.21074 Text en Copyright © 2022 by JAPANESE SOCIETY OF BREEDING https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution (BY) License (CC-BY 4.0: https://creativecommons.org/licenses/by/4.0/).
spellingShingle Invited Review
Okura, Fumio
3D modeling and reconstruction of plants and trees: A cross-cutting review across computer graphics, vision, and plant phenotyping
title 3D modeling and reconstruction of plants and trees: A cross-cutting review across computer graphics, vision, and plant phenotyping
title_full 3D modeling and reconstruction of plants and trees: A cross-cutting review across computer graphics, vision, and plant phenotyping
title_fullStr 3D modeling and reconstruction of plants and trees: A cross-cutting review across computer graphics, vision, and plant phenotyping
title_full_unstemmed 3D modeling and reconstruction of plants and trees: A cross-cutting review across computer graphics, vision, and plant phenotyping
title_short 3D modeling and reconstruction of plants and trees: A cross-cutting review across computer graphics, vision, and plant phenotyping
title_sort 3d modeling and reconstruction of plants and trees: a cross-cutting review across computer graphics, vision, and plant phenotyping
topic Invited Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8987840/
https://www.ncbi.nlm.nih.gov/pubmed/36045890
http://dx.doi.org/10.1270/jsbbs.21074
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