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70
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NECO
2008
122views more  NECO 2008»
14 years 9 months ago
Constrained Subspace ICA Based on Mutual Information Optimization Directly
We introduce a new approach to constrained Independent Component Analysis (ICA) by formulating the original, unconstrained ICA problem as well as the constraints in mutual informa...
Marc M. Van Hulle
70
Voted
ICIP
2000
IEEE
15 years 11 months ago
Analysis of Interscale and Intrascale Dependencies between Image Wavelet Coefficients
We develop an information?theoretic analysis of dependencies between image wavelet coefficients. The dependencies are measured using mutual information, which has a direct link wi...
Juan Liu, Pierre Moulin
ICML
2000
IEEE
15 years 1 months ago
Mutual Information in Learning Feature Transformations
We present feature transformations useful for exploratory data analysis or for pattern recognition. Transformations are learned from example data sets by maximizing the mutual inf...
Kari Torkkola, William M. Campbell
76
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RSKT
2009
Springer
15 years 4 months ago
Estimation of Mutual Information: A Survey
A common problem found in statistics, signal processing, data analysis and image processing research is the estimation of mutual information,
Janett Walters-Williams, Yan Li