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Improved image processing for 3D virtual object construction from serial sections reveals tissue patterns in root tips of Zea mays .

Yasushi MikiSusumu SaitoTeruo NikiDaniel K Gladish
Published in: Applications in plant sciences (2023)
Virtual cuboids can be constructed by stacking longitudinal images along the transverse depth direction or stacking transverse images vertically along the organ axis, with both generating similar 3D objects. Which to use depends on the purpose of the investigation: if the vertical cell structures need close examination, the former method may be better, but for more general spatial evaluations or for evaluation of organs over longer tissue distances than can be accommodated with longitudinal sectioning, the latter method should be chosen.
Keyphrases
  • deep learning
  • optical coherence tomography
  • convolutional neural network
  • cross sectional
  • single cell
  • wastewater treatment
  • working memory
  • cell therapy
  • bone marrow