DocumentCode
2322043
Title
Bacterial Foraging Algorithm for neutron radiography image quality improvement
Author
Saadi, S. ; Kouzou, A. ; Guessoum, A. ; Bettayeb, M.
Author_Institution
Dept. of Electron., Univ. Ziane Achour of Djelfa, Djelfa, Algeria
fYear
2010
fDate
27-30 June 2010
Firstpage
1
Lastpage
6
Abstract
We want to implement a new optimal approach for image restoration problem, which is useful for neutron radiography images enhancement to assist the physician interpreter on his evaluation. Our approach is based on using swarm intelligence optimization algorithms to solve a least squares minimization ill-posed problem, using Bacterial Foraging Optimization (BFO) Algorithm. To get smoothed images in presence of noise, a Laplacian constraint is introduced for regularization purpose.
Keywords
image restoration; neutron radiography; Laplacian constraint; bacterial foraging algorithm; image restoration problem; least squares minimization; neutron radiography image quality improvement; swarm intelligence optimization algorithms; Image restoration; Radiography; Strontium; Wiener filter; BFO; Radiography; Regularization; Restoration; Total Variation;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems Signals and Devices (SSD), 2010 7th International Multi-Conference on
Conference_Location
Amman
Print_ISBN
978-1-4244-7532-2
Type
conf
DOI
10.1109/SSD.2010.5585541
Filename
5585541
Link To Document