A two-step registration-classification approach to automated segmentation of multimodal images for high-throughput greenhouse plant phenotyping

BACKGROUND: Automated segmentation of large amount of image data is one of the major bottlenecks in high-throughput plant phenotyping. Dynamic optical appearance of developing plants, inhomogeneous scene illumination, shadows and reflections in plant and background regions complicate automated segme...

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Veröffentlicht in:Plant Methods
Hauptverfasser: Henke, Michael, Junker, Astrid, Neumann, Kerstin, Altmann, Thomas, Gladilin, Evgeny
Format: Artigo
Sprache:Inglês
Veröffentlicht: BioMed Central 2020
Schlagworte:
Methodology
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7346525/
https://ncbi.nlm.nih.gov/pubmed/32670387
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13007-020-00637-x
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