730 search results - page 27 / 146 » Faster dimension reduction |
CGF
2005
13 years 8 months ago
2005
Color images have a gamut that typically spans three dimensions. Nevertheless, several important applications, such as the creation of grayscale images for printing and the re-col...
SDM
2003
SIAM
13 years 10 months ago
2003
SIAM
We present two extensions of the algorithm by Broomhead et al [2] which is based on the idea that singular values that scale linearly with the radius of the data ball can be explo...
CORR
2008
Springer
13 years 8 months ago
2008
Springer
Abstract-- Vehicle-to-vehicle communications can be used effectively for intelligent transport systems (ITS) and locationaware services [1]. The ability to disseminate information ...
CVPR
2010
IEEE
14 years 4 months ago
2010
IEEE
When classifying high-dimensional sequence data, traditional methods (e.g., HMMs, CRFs) may require large amounts of training data to avoid overfitting. In such cases dimensional...
ICRA
2009
IEEE
14 years 3 months ago
2009
IEEE
— The reduction of the kinematics and/or dynamics of a high-DOF robotic manipulator to a low-dimension “task space” has proven to be an invaluable tool for designing feedback...