Output details
11 - Computer Science and Informatics
University of Manchester
Article title
A Statistical Interpretation of Non-Local Means
Type
D - Journal article
Title of journal
IET Computer Vision
Article number
-
Volume number
4
Issue number
3
First page of article
162
ISSN of journal
1751-9632
Year of publication
2010
URL
-
Number of additional authors
2
Additional information
<23> Non-local means is a recent method for noise reduction which has become popular in the image processing community. However, like many algorithms, the statistical basis for the approach was never formally derived. This paper is significant in that it attempts to explain the success of the method by relating the ideas to Bayesian probability. Such a level of theoretical understanding is expected to be of importance when applying these methods in the context of sensitive decision support applications, such as medical image interpretation.
Interdisciplinary
-
Cross-referral requested
-
Research group
None
Citation count
4
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
