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» Alignment by Maximization of Mutual Information
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NIPS
2001
13 years 6 months ago
MIME: Mutual Information Minimization and Entropy Maximization for Bayesian Belief Propagation
Bayesian belief propagation in graphical models has been recently shown to have very close ties to inference methods based in statistical physics. After Yedidia et al. demonstrate...
Anand Rangarajan, Alan L. Yuille
ICIP
2001
IEEE
14 years 7 months ago
Classification of homologous human chromosomes using mutual information maximization
Parvin Mousavi, Sidney Fels, Rabab Kreidieh Ward, ...
PR
2008
99views more  PR 2008»
13 years 5 months ago
Multimodality image registration by maximization of quantitative-qualitative measure of mutual information
This paper presents a novel image similarity measure, referred to as quantitative
Hongxia Luan, Feihu Qi, Zhong Xue, Liya Chen, Ding...
NIPS
2003
13 years 6 months ago
The IM Algorithm: A Variational Approach to Information Maximization
The maximisation of information transmission over noisy channels is a common, albeit generally computationally difficult problem. We approach the difficulty of computing the mutua...
David Barber, Felix V. Agakov
NIPS
2000
13 years 6 months ago
An Information Maximization Approach to Overcomplete and Recurrent Representations
The principle of maximizing mutual information is applied to learning overcomplete and recurrent representations. The underlying model consists of a network of input units driving...
Oren Shriki, Haim Sompolinsky, Daniel D. Lee