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» Variational Bayesian image modelling
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CBMS
2006
IEEE
15 years 8 months ago
Multi-Variate Visualization of Cardiac Virtual Tissue
In standard analysis of cardiac models, typically one variable – usually the trans-membrane potential – is used in the generation of visualizations. However, all but the most ...
James W. Handley, Ken W. Brodlie, R. H. Clayton
132
Voted
CORR
2008
Springer
129views Education» more  CORR 2008»
15 years 2 months ago
Hierarchical Bayesian sparse image reconstruction with application to MRFM
This paper presents a hierarchical Bayesian model to reconstruct sparse images when the observations are obtained from linear transformations and corrupted by an additive white Gau...
Nicolas Dobigeon, Alfred O. Hero, Jean-Yves Tourne...
ICIP
2006
IEEE
16 years 4 months ago
Wavelet Denoising of Multicomponent Images, using a Noise-Free Image
In this paper, a Bayesian wavelet denoising procedure for multicomponent images is proposed. The procedure makes use of a noise-free single component image as prior information. T...
Paul Scheunders, Steve De Backer
SCALESPACE
2001
Springer
15 years 7 months ago
Bayesian Object Detection through Level Curves Selection
Bayesian statistical theory is a convenient way of taking a priori information into consideration when inference is made from images. In Bayesian image detection, the a priori dist...
Charles Kervrann
IJCAI
2007
15 years 3 months ago
A Bayesian Computational Cognitive Model
Computational cognitive modeling has recently emerged as one of the hottest issues in the AI area. Both symbolic approaches and connectionist approaches present their merits and d...
Zhiwei Shi, Hong Hu, Zhongzhi Shi