245 search results - page 4 / 49 » Medical Image Segmentation Based on Mutual Information Maxim... |
ICIP
2004
IEEE
14 years 7 months ago
2004
IEEE
In this paper, an information theoretic framework for image segmentation is presented. This approach is based on the information channel that goes from the image intensity histogr...
ISBI
2006
IEEE
14 years 6 months ago
2006
IEEE
Mutual information (MI) based image-registration methods that use histograms are known to suffer from the so-called binning problem, caused by the absence of a principled techniqu...
ICIP
2003
IEEE
14 years 7 months ago
2003
IEEE
We propose an information-theoretic method for multi-phase image segmentation, in an active contour-based framework. Our approach is based on nonparametric density estimates, and ...
IPMI
2009
Springer
14 years 6 months ago
2009
Springer
We propose a novel Bayesian registration formulation in which image location is represented as a latent random variable. Location is marginalized to determine the maximum a priori ...
ICIP
2002
IEEE
14 years 7 months ago
2002
IEEE
In this paper, we present a novel information theoretic approach to image segmentation. We cast the segmentation problem as the maximization of the mutual information between the ...