A graph-based approach for simultaneous semantic and instance segmentation of plant 3D point clouds

Accurate simultaneous semantic and instance segmentation of a plant 3D point cloud is critical for automatic plant phenotyping. Classically, each organ of the plant is detected based on the local geometry of the point cloud, but the consistency of the global structure of the plant is rarely assessed...

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Detalles Bibliográficos
Autores principales: Mirande, Katia, Godin, Christophe, Tisserand, Marie, Charlaix, Julie, Besnard, Fabrice, Hétroy-Wheeler, Franck
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Plant Science
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9691340/
https://www.ncbi.nlm.nih.gov/pubmed/36438118
http://dx.doi.org/10.3389/fpls.2022.1012669

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9691340/
https://www.ncbi.nlm.nih.gov/pubmed/36438118
http://dx.doi.org/10.3389/fpls.2022.1012669

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