Sciweavers

63 search results - page 1 / 13
» Joint Manifolds for Data Fusion
Sort
View
163
Voted
TIP
2010
145views more  TIP 2010»
14 years 7 months ago
Joint Manifolds for Data Fusion
The emergence of low-cost sensing architectures for diverse modalities has made it possible to deploy sensor networks that capture a single event from a large number of vantage po...
Mark A. Davenport, Chinmay Hegde, Marco F. Duarte,...
ICPR
2010
IEEE
15 years 4 months ago
Learning a Joint Manifold Representation from Multiple Data Sets
—The problem we address in the paper is how to learn a joint representation from data lying on multiple manifolds. We are given multiple data sets and there is an underlying comm...
Marwan Torki, Ahmed Elgammal, Chan-Su Lee
ICCV
2007
IEEE
16 years 2 months ago
The Joint Manifold Model for Semi-supervised Multi-valued Regression
Many computer vision tasks may be expressed as the problem of learning a mapping between image space and a parameter space. For example, in human body pose estimation, recent rese...
Ramanan Navaratnam, Andrew W. Fitzgibbon, Roberto ...
105
Voted
IDA
2009
Springer
15 years 7 months ago
Soft Dimension Reduction for ICA by Joint Diagonalization on the Stiefel Manifold
Abstract. Joint diagonalization for ICA is often performed on the orthogonal group after a pre-whitening step. Here we assume that we only want to extract a few sources after pre-w...
Fabian J. Theis, Thomas P. Cason, Pierre-Antoine A...
75
Voted
CJ
2007
84views more  CJ 2007»
15 years 18 days ago
Joint Fusion and Blind Restoration For Multiple Image Scenarios With Missing Data
Nikolaos Mitianoudis, Tania Stathaki