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ICANN
1997
Springer
15 years 9 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...
130
Voted
PR
2006
95views more  PR 2006»
15 years 4 months ago
Subspace independent component analysis using vector kurtosis
This discussion presents a new perspective of subspace independent component analysis (ICA). The notion of a function of cumulants (kurtosis) is generalized to vector kurtosis. Th...
Alok Sharma, Kuldip K. Paliwal
132
Voted
CLEAR
2007
Springer
147views Biometrics» more  CLEAR 2007»
15 years 11 months ago
ISL Person Identification Systems in the CLEAR 2007 Evaluations
In this paper, we present ISL person identification systems in the CLEAR 2007 evaluations. The identification systems consist of a face recognition system, a speaker identification...
Hazim Kemal Ekenel, Qin Jin, Mika Fischer, Rainer ...
116
Voted
VLBV
2005
Springer
15 years 10 months ago
An Intermediate Expressions' Generator System in the MPEG-4 Framework
A lifelike human face can enhance interactive applications by providing straightforward feedback to and from the users and stimulating emotional responses from them. An expressive...
Amaryllis Raouzaiou, Evaggelos Spyrou, Kostas Karp...
IBPRIA
2007
Springer
15 years 8 months ago
Efficiently Downdating, Composing and Splitting Singular Value Decompositions Preserving the Mean Information
Three methods for the efficient downdating, composition and splitting of low rank singular value decompositions are proposed. They are formulated in a closed form, considering the ...
Javier Melenchón, Elisa Martínez