104 search results - page 10 / 21 » An Overview Of Inverse Problem Regularization Using Sparsity |
97
Voted
ESANN
2004
15 years 17 days ago
2004
This paper is based on a new way for determining the regularization trade-off in least squares support vector machines (LS-SVMs) via a mechanism of additive regularization which ha...
ICML
2006
IEEE
15 years 12 months ago
2006
IEEE
We consider the problem of fitting a large-scale covariance matrix to multivariate Gaussian data in such a way that the inverse is sparse, thus providing model selection. Beginnin...
ECCV
2002
Springer
16 years 1 months ago
2002
Springer
Abstract. The propose of this paper is to introduce a new regularization formulation for inverse problems in computer vision and image processing that allows one to reconstruct sec...
ICPR
2000
IEEE
16 years 7 days ago
2000
IEEE
The goal of this paper is to give a short historical overview of multiple view vision and in particular the estimation of both camera geometry and scene models using only images a...
IPMI
2005
Springer
16 years 17 hour ago
2005
Springer
Abstract. This paper presents a new approach to inverse consistent image registration. A uni-directional algorithm is developed using symmetric cost functionals and regularizers. I...