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» Applications of Independent Component Analysis
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ICIP
2002
IEEE
14 years 11 months ago
Learning a decision boundary for face detection
This paper describes a pattern classification approach for detecting frontal-view faces via learning a decision boundary. The classification can be achieved either by explicit est...
Tae-Kyun Kim, Donggeon Kong, Sang Ryong Kim
ICPR
2006
IEEE
14 years 11 months ago
Exploiting High Dimensional Video Features Using Layered Gaussian Mixture Models
Analysis of video data usually requires training classifiers in high dimensional feature spaces. This paper proposes a layered Gaussian mixture model (LGMM) to exploit high dimens...
Datong Chen, Jie Yang
POPL
2002
ACM
14 years 10 months ago
Composing dataflow analyses and transformations
Dataflow analyses can have mutually beneficial interactions. Previous efforts to exploit these interactions have either (1) iteratively performed each individual analysis until no...
Sorin Lerner, David Grove, Craig Chambers
COMPSAC
2009
IEEE
14 years 4 months ago
A Contextual Guidance Approach to Software Security
With the ongoing trend towards the globalization of software systems and their development, components in these systems might not only work together, but may end up evolving indep...
Philipp Schügerl, David Walsh, Juergen Rillin...
ICASSP
2009
IEEE
14 years 4 months ago
Using complex-valued ICA to efficiently combine radar polarimetric data for target detection
Target detection in sea clutter is a challenging problem in radar detection, specifically, when the Doppler return of the target and clutter are collocated. Polarization diverse ...
Mike Novey, Tülay Adali