55 search results - page 1 / 11 » Hyper Least Squares and Its Applications |
ICPR
2010
IEEE
13 years 11 months ago
2010
IEEE
We present a new form of least squares (LS), called “hyperLS”, for geometric problems that frequently appear in computer vision applications. Doing rigorous error analysis, we...
ICPR
2010
IEEE
14 years 4 months ago
2010
IEEE
ALT
2004
Springer
14 years 2 months ago
2004
Springer
Abstract. We present a survey of recent results concerning the theoretical and empirical performance of algorithms for learning regularized least-squares classifiers. The behavior ...
CORR
2011
Springer
13 years 5 months ago
2011
Springer
The analysis of online least squares estimation is at the heart of many stochastic sequential decision-making problems. We employ tools from the self-normalized processes to provi...
ICCV
2003
IEEE
14 years 4 months ago
2003
IEEE
Robust estimators, such as Least Median of Squared (LMedS) Residuals, M-estimators, the Least Trimmed Squares (LTS) etc., have been employed to estimate optical flow from image se...