3D U-Net Segmentation Improves Root System Reconstruction from 3D MRI Images in Automated and Manual Virtual Reality Work Flows

Magnetic resonance imaging (MRI) is used to image root systems grown in opaque soil. However, reconstruction of root system architecture (RSA) from 3-dimensional (3D) MRI images is challenging. Low resolution and poor contrast-to-noise ratios (CNRs) hinder automated reconstruction. Hence, manual rec...

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Detalles Bibliográficos
Autores principales: Selzner, Tobias, Horn, Jannis, Landl, Magdalena, Pohlmeier, Andreas, Helmrich, Dirk, Huber, Katrin, Vanderborght, Jan, Vereecken, Harry, Behnke, Sven, Schnepf, Andrea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AAAS 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10381537/
https://www.ncbi.nlm.nih.gov/pubmed/37519934
http://dx.doi.org/10.34133/plantphenomics.0076

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10381537/
https://www.ncbi.nlm.nih.gov/pubmed/37519934
http://dx.doi.org/10.34133/plantphenomics.0076

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