Difference between revisions of "Publications/xu.17.icip.inc"

From LRDE

(Method)
(Method)
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=== Method ===
 
=== Method ===
   
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Architecture of the proposed network. We fine tune it and combine linearly fine to coarse feature maps of the [http://www.robots.ox.ac.uk/~vgg/research/very_deep/ pre-trained VGG network]. The coarsest feature maps are discarded for the adult images.
[[File:Xu.17.icip-pepeline.png|800 px|alt=Puzzle globe|Proposed method]]
 
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[[File:Xu.17.icip-pepeline.png|800 px]]
   
 
=== Datasets ===
 
=== Datasets ===

Revision as of 12:10, 6 February 2017

Method and datasets

Method

Architecture of the proposed network. We fine tune it and combine linearly fine to coarse feature maps of the pre-trained VGG network. The coarsest feature maps are discarded for the adult images. Xu.17.icip-pepeline.png

Datasets

Materials

Illustrations

Experiments

Xu.17.icip-experiments.jpg

LOSO experiments

Axial 40 weeks in NeoBrainS12 dataset

Xu.17.icip-losoresults.jpg


Coronal 30 weeks in NeoBrainS12 dataset

Aging adult at 60 ages in MRBrainS13 dataset

Neonatal brain MR image segmentation

Xu.17.icip-axial40results.jpg


Xu.17.icip-coronal30results.jpg


Xu.17.icip-coronal40results.jpg


Adult brain MR image segmentation

Xu.17.icip-adult70results.jpg