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Info-Metrics Institute | Examples

Image Reconstruction

IT-GME (Golan, A. Bhati and B. Buyuksahin, 2005)
Bayesian Neural Network (Toussaint et al.)

(See also: more examples of maxent image reconstruction.)

Maxent reconstruction example by Amos Golan

Original noisy image (top-left);
IT-GME reconstruction (top-right);
Bayesian Neural Network (right).

Reconstruction Efficiency:
IT-GME (48 minutes);
Bayesian Neural Network (142 hours).

Joined result of the neural networks

 

Multivariate Density Estimation:
Global joint distribution of income and health

For more information on these examples, please see source article: The Global Joint Distribution of Income and Health (PDF), by Ximing Wu, Andreas Savvidesy, Thanasis Stengosz.

Fig. 1. Global joint distribution of income and health, 1970.

Global joint distribution of income and health, 1970


Fig. 2. Global joint distribution of income and health, 2000.

Multivariate density estimation:<br />Global joint distribution of income and health, 2000