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
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;
Conference_Titel :
Systems Signals and Devices (SSD), 2010 7th International Multi-Conference on
Conference_Location :
Amman
Print_ISBN :
978-1-4244-7532-2
DOI :
10.1109/SSD.2010.5585541