DocumentCode
1345193
Title
Distortion-free reconstruction of neutron penumbral images by a genetic algorithm
Author
Chen, Y.W. ; Nakao, Z. ; Arakaki, K. ; Tamura, S.
Author_Institution
Fac. of Eng., Ryukyus Univ., Okinawa, Japan
Volume
44
Issue
3
fYear
1997
fDate
6/1/1997 12:00:00 AM
Firstpage
905
Lastpage
910
Abstract
Penumbral imaging is a technique for imaging of neutrons or other penetrating radiations. The technique uses the facts that spatial information can be recovered from the shadow or penumbra that an unknown source casts through a simple large circular aperture. The limitation is that the straightforward image reconstruction will introduce some significant distortion for a large field of view because of non-isoplanaticity of the aperture point spread function. A genetic algorithm (GA) is proposed for reconstruction of penumbral images, and. The technique allows distortion-free reconstruction over a large field of view. Furthermore, because in GA the complicated a priori constraints can be easily incorporated by the appropriate modification of the cost function, the algorithm is also tolerant of the noise
Keywords
genetic algorithms; image reconstruction; neutron detection; radioisotope imaging; aperture point spread function; cost function; distortion-free reconstruction; genetic algorithm; image reconstruction; neutron penumbral images; noise; penumbral imaging; shadow; Apertures; Cost function; Genetic algorithms; Genetic engineering; Image reconstruction; Laser fusion; Neutrons; Optical imaging; X-ray imaging; X-ray lasers;
fLanguage
English
Journal_Title
Nuclear Science, IEEE Transactions on
Publisher
ieee
ISSN
0018-9499
Type
jour
DOI
10.1109/23.603775
Filename
603775
Link To Document