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ICANN
1997
Springer
14 years 1 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 4 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 2 months 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 10 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 11 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