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
fDate :
6/1/1997 12:00:00 AM
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;
Journal_Title :
Nuclear Science, IEEE Transactions on