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» Dimensionality reduction and generalization
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ICIP
2009
IEEE
16 years 7 months ago
A Bayesian Formulation For Sub-pixel Refinement In Stereo Orbital Imagery
Generating accurate three dimensional planetary models is becoming increasingly more important as NASA plans manned missions to return to the moon in the next decade. This paper d...
ICML
2009
IEEE
16 years 7 months ago
Discriminative k-metrics
The k q-flats algorithm is a generalization of the popular k-means algorithm where q dimensional best fit affine sets replace centroids as the cluster prototypes. In this work, a ...
Arthur Szlam, Guillermo Sapiro
202
Voted
ICML
2005
IEEE
16 years 7 months ago
Recognition and reproduction of gestures using a probabilistic framework combining PCA, ICA and HMM
This paper explores the issue of recognizing, generalizing and reproducing arbitrary gestures. We aim at extracting a representation that encapsulates only the key aspects of the ...
Sylvain Calinon, Aude Billard
STACS
2010
Springer
16 years 1 months ago
Exact Covers via Determinants
Given a k-uniform hypergraph on n vertices, partitioned in k equal parts such that every hyperedge includes one vertex from each part, the k-Dimensional Matching problem asks wheth...
Andreas Björklund
ISBI
2009
IEEE
16 years 1 months ago
Segmentation of Inflamed Synovia in Multi-Modal 3D MRI
We address the difficult problem of segmenting the inflamed synovial tissue in multi-modal 3D MR sequences of the wrist. The complex morphology of the structures to segment, the...
Curzio Basso, Matteo Santoro, Alessandro Verri, Ma...