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Transfer Learning from Synthetic Data Applied to Soil-Root Segmentation in X-Ray Tomography Images.
Clément Douarre
Richard Schielein
Carole Frindel
Stefan Gerth
David Rousseau
Published in:
J. Imaging (2018)
Keyphrases
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synthetic data
x ray
real image data
transfer learning
poor contrast
digital x ray images
tomographic images
medical imaging
three dimensional
electron microscope
computer tomography
ct and mr images
electron microscopy
transmission electron microscopy
dual energy
low dose
segmentation algorithm
segmentation method
projection images
x ray images
automated segmentation
ct volume
intraoperative
data sets
fully automatic
real world
edge detection
ct scans
fluoroscopic images
mri data
input image
machine learning
image segmentation
object recognition
labeled data
image registration
active learning
reinforcement learning
database
automatic segmentation
learning algorithm
similarity measure
noise level
semi supervised learning
volumetric data
medical images
accurate segmentation