55 search results - page 1 / 11 » Hyper Least Squares and Its Applications |
ICPR
2010
IEEE
13 years 6 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
13 years 11 months ago
2010
IEEE
ALT
2004
Springer
13 years 9 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 25 days 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
13 years 11 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...