Sciweavers

3873 search results - page 12 / 775
» Neighbourhood Components Analysis
Sort
View
ICANN
1997
Springer
13 years 11 months ago
Kernel Principal Component Analysis
A new method for performing a nonlinear form of Principal Component Analysis is proposed. By the use of integral operator kernel functions, one can e ciently compute principal comp...
Bernhard Schölkopf, Alex J. Smola, Klaus-Robe...
ICASSP
2008
IEEE
14 years 1 months ago
A pattern classification framework for theoretical analysis of component forensics
Component forensics is an emerging methodology for forensic analysis that aims at estimating the algorithms and parameters in each component of a digital device. This paper propos...
Ashwin Swaminathan, Min Wu, K. J. Ray Liu
EUROMICRO
2002
IEEE
14 years 11 days ago
Towards an Impact Analysis for Component Based Real-Time Product Line Architectures
In this paper we propose a method for predicting the consequences of adding new components to an existing product line in the real-time systems domain. We refer to such a predicti...
Anders Wall, Magnus Larsson, Christer Norströ...
DCC
2009
IEEE
14 years 8 months ago
Compressive-Projection Principal Component Analysis and the First Eigenvector
An analysis is presented that extends existing Rayleigh-Ritz theory to the special case of highly eccentric distributions. Specifically, a bound on the angle between the first Rit...
James E. Fowler
CVPR
1999
IEEE
14 years 9 months ago
Separating Reflections and Lighting Using Independent Components Analysis
The image of an object can vary dramatically depending on lighting, specularities/reflections and shadows. It is often advantageous to separate these incidental variations from th...
Hany Farid, Edward H. Adelson