Skip to content
Go to file

Latest commit


Git stats


Failed to load latest commit information.
Latest commit message
Commit time

Supervised segmentation toolbox using machine learning for 3D Slicer

This 3D Slicer extension enables the user to quickly train a supervised classifier and use it to classify images. See the Wiki page for more info.

If you use this extension, please reference

Included classifiers:

  • C Support Vector Machine from shark[1] and dlib[2]
  • Nu Support Vector Machine from dlib[2]
  • Random Forest from shark[1]

Included preprocessing methods:

  • Gaussian filter from VTK[3]
  • Median filter from VTK[3]
  • Sobel operator from VTK[3]


[1] IGEL, CH., HEIDRICH-MEISNER, V., GLASSMACHERS, T., Shark, 2008, Journal of Machine Learning Research, 993-996, 9

[2] KING, E. D., Dlib-ml: A Machine Learning Toolkit, 2009, Journal of Machine Learning Research, 1755-1758, 10

[3] SCHROEDER, W., MARTIN, K.; LORENSEN, B., The Visualization Toolkit (4th ed.), Kitware, ISBN 978-1-930934-19-1

You can’t perform that action at this time.