DocumentCode
1723630
Title
Total variational image denoising. Influence of noise distribution: Comparison analysis
Author
Oussalah, Mourad ; Alam, Intekhab
Author_Institution
Electron., Electr. & Comput. Eng., Univ. of Birmingham, Birmingham, UK
fYear
2010
Firstpage
1
Lastpage
7
Abstract
In this paper we review the total variation image denoising schemes and highlight the various approaches to tune the employed regularization parameters. An experimental set-up, which uses both the geometrical and intensity variation of the noise, is designed to compare the performances of the various implemented schemes according to a set of metrics.
Keywords
image denoising; statistical distributions; noise distribution; regularization parameter; total variational image denoising; Equations; Image edge detection; Mathematical model; Noise; Noise reduction; TV; Tuning; Total variation; noise statistics; parameter tuning;
fLanguage
English
Publisher
ieee
Conference_Titel
Cybernetic Intelligent Systems (CIS), 2010 IEEE 9th International Conference on
Conference_Location
Reading
Print_ISBN
978-1-4244-9023-3
Electronic_ISBN
978-1-4244-9024-0
Type
conf
DOI
10.1109/UKRICIS.2010.5898119
Filename
5898119
Link To Document