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Conference papers
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, Ross Whitaker
"Dimensionality Reduction and Principal Surfaces via Kernel Map Manifolds",
In Proceedings of the 2009 International Conference on Computer Vison
(ICCV 2009). [pdf]
Ran Tao, P. Thomas Fletcher, Samuel Gerber, Ross T. Whitaker
"A Variational Image-Based Approach to the Correction of Susceptibility
Artifacts in the Alignment of Diffusion Weighted and Structural MRI"
Information Processing in Medical Imaging (IPMI 2009)
[link]
Matthias Fuchs, Samuel Gerber,
"Variational Shape Detection in Microscope Images Based on Joint Shape and Image Feature Statistics",
In Proceedings of the IEEE Computer Society Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA 2008). [pdf]
Samuel Gerber, Tolga Tasdizen, Ross Whitaker,
"Robust Non-linear Dimensionality Reduction using Successive 1-Dimensional Laplacian Eigenmaps",
In Proceedings of the 2007 International Conference on Machine Learning
(ICML 2007), pp. 281--288. 2007. [pdf, code]
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