Samuel Gerber
Visiting Assistant Professor
Mathematics, Duke University
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home -
publications -
research -
software
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High Dimensional Function Visualization
Oh noooo! It's a rainbow colormap, run!
Samuel Gerber, Peer-Timo Bremer, Valerio Pascucci, Ross Whitaker,
"Visual Exploration of High Dimensional Scalar Functions",
IEEE Transactions on Visualization and Computer Graphics to appear,
Proceedings of VIS 2010
[pdf]
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Principal Surfaces and Manifold Learning
Samuel Gerber, Ross Whitaker
"Regularization Free Principal Curve Estimation",
Accepted JMLR 2012. [pdf]
Samuel Gerber, Tolga Tasdizen, Ross Whitaker
"Dimensionality Reduction and Principal Surfaces via Kernel Map Manifolds",
In Proceedings of the 2009 International Conference on Computer Vison
(ICCV 2009). [pdf]
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Brain Population Analysis with Manifold Models
Samuel Gerber, Tolga Tasdizen, Sarang Joshi, Ross Whitaker,
"On the Manifold Structure of the Space of Brain Images",
In Proceedings of the 2009 International Conference on Medical Image
Computing and Computer Assisted Intervention (MICCAI 2009) [pdf]
Samuel Gerber, Tolga Tasdizen, Thomas P Fletcher, Ross Whitaker,
"Manifold Modeling for Brain Population Analysis", Medical Image
Analysis, Volume 14, Issue 5, Special Issue on the 12th International
Conference on Medical Image Computing and Computer-Assisted Intervention
(MICCAI) 2009, October 2010, Pages 643-653, [pdf]
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