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» Applications of Independent Component Analysis
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EUROMICRO
2004
IEEE
15 years 4 months ago
Model-Driven Development of Recursive CORBA Component Assemblies
Software applications can be described as compositions are components at an abstract level. In this paper we present a component modeling process which allows to design, model and...
Gernot Schmoelzer, Egon Teiniker, Stefan Mitterdor...
97
Voted
ICPR
2006
IEEE
16 years 1 months ago
ICA-Based Clustering for Resolving Permutation Ambiguity in Frequency-Domain Convolutive Source Separation
Permutation ambiguity is an inherent limitation in independent component analysis, which is a bottleneck in frequency-domain methods of convolutive source separation. In this pape...
Minje Kim, Seungjin Choi
118
Voted
ECCV
2002
Springer
16 years 2 months ago
Statistical Modeling of Texture Sketch
Recent results on sparse coding and independent component analysis suggest that human vision first represents a visual image by a linear superposition of a relatively small number ...
Ying Nian Wu, Song Chun Zhu, Cheng-en Guo
127
Voted
JACM
2011
152views more  JACM 2011»
14 years 3 months ago
Robust principal component analysis?
This paper is about a curious phenomenon. Suppose we have a data matrix, which is the superposition of a low-rank component and a sparse component. Can we recover each component i...
Emmanuel J. Candès, Xiaodong Li, Yi Ma, Joh...
107
Voted
PVM
2005
Springer
15 years 6 months ago
Analysis of the Component Architecture Overhead in Open MPI
Abstract. Component architectures provide a useful framework for developing an extensible and maintainable code base upon which largescale software projects can be built. Component...
Brian Barrett, Jeffrey M. Squyres, Andrew Lumsdain...