Preprocessing of Heteroscedastic Medical Images

Preprocessing of Heteroscedastic Medical Images

Tissue intensity distributions in medical images can have varying degrees of statistical dispersion, which is referred to as heteroscedasticity. This can influence image contrast and gradients, but can also negatively affect the performance of general-purpose distance metrics. Numerous methods to pr...

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Bibliographic Details
Main Authors: Philip Joris, Wim Develter, Wim Van De Voorde, Paul Suetens, Frederik Maes, Dirk Vandermeulen, Peter Claes
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Heteroscedastic
heteroscedasticity
image contrast
image enhancement
intensity-specific distributions
Online Access:https://ieeexplore.ieee.org/document/8354895/

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