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» Adaptive Manifold Learning
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ISBI
2008
IEEE
14 years 1 months ago
On the non-uniform complexity of brain connectivity
A stratification and manifold learning approach for analyzing High Angular Resolution Diffusion Imaging (HARDI) data is introduced in this paper. HARDI data provides highdimensio...
Gloria Haro, Christophe Lenglet, Guillermo Sapiro,...
PAMI
2000
99views more  PAMI 2000»
13 years 7 months ago
Mosaicing on Adaptive Manifolds
Shmuel Peleg, Benny Rousso, Alex Rav-Acha, Assaf Z...
TOG
2012
297views Communications» more  TOG 2012»
11 years 9 months ago
Adaptive manifolds for real-time high-dimensional filtering
We present a technique for performing high-dimensional filtering of images and videos in real time. Our approach produces high-quality results and accelerates filtering by compu...
Eduardo S. L. Gastal, Manuel M. Oliveira
NIPS
2008
13 years 8 months ago
Non-parametric Regression Between Manifolds
This paper discusses non-parametric regression between Riemannian manifolds. This learning problem arises frequently in many application areas ranging from signal processing, comp...
Florian Steinke, Matthias Hein
JMLR
2010
198views more  JMLR 2010»
13 years 5 months ago
On Learning with Integral Operators
A large number of learning algorithms, for example, spectral clustering, kernel Principal Components Analysis and many manifold methods are based on estimating eigenvalues and eig...
Lorenzo Rosasco, Mikhail Belkin, Ernesto De Vito