核电子学与探测技术
覈電子學與探測技術
핵전자학여탐측기술
NUCLEAR ELECTRONICS & DETECTION TECHNOLOGY
2013年
8期
913-918
,共6页
肖洒%兰明聪%党晓军%韦孟伏%张松柏
肖灑%蘭明聰%黨曉軍%韋孟伏%張鬆柏
초쇄%란명총%당효군%위맹복%장송백
改进型均匀冗余阵列%编码孔%相关解码%最大似然一期望最大化法
改進型均勻冗餘陣列%編碼孔%相關解碼%最大似然一期望最大化法
개진형균균용여진렬%편마공%상관해마%최대사연일기망최대화법
MURA%coded aperture%correlation decoding%MLEM
采用Geant4模拟软件模拟不同形状γ源的MURA(19×19)嵌套型编码成像,分别利用两种相关解码算法(精细采样平衡相关和δ解码)和最大似然-期望最大化迭代算法对各个编码像进行数值重建,用对比度-噪声比(CNR)对各种算法的重建图像质量进行比较。结果表明,三种图像重建算法均能为各种不同形状的平面γ源给出清晰、准确的图像,其中MLEM算法重建图像的分辨率和CNR比传统的相关解码要高,该算法可以较好地抑制统计噪声,图像质量高。因此,编码孔成像技术用于γ相机成像是可行的。
採用Geant4模擬軟件模擬不同形狀γ源的MURA(19×19)嵌套型編碼成像,分彆利用兩種相關解碼算法(精細採樣平衡相關和δ解碼)和最大似然-期望最大化迭代算法對各箇編碼像進行數值重建,用對比度-譟聲比(CNR)對各種算法的重建圖像質量進行比較。結果錶明,三種圖像重建算法均能為各種不同形狀的平麵γ源給齣清晰、準確的圖像,其中MLEM算法重建圖像的分辨率和CNR比傳統的相關解碼要高,該算法可以較好地抑製統計譟聲,圖像質量高。因此,編碼孔成像技術用于γ相機成像是可行的。
채용Geant4모의연건모의불동형상γ원적MURA(19×19)감투형편마성상,분별이용량충상관해마산법(정세채양평형상관화δ해마)화최대사연-기망최대화질대산법대각개편마상진행수치중건,용대비도-조성비(CNR)대각충산법적중건도상질량진행비교。결과표명,삼충도상중건산법균능위각충불동형상적평면γ원급출청석、준학적도상,기중MLEM산법중건도상적분변솔화CNR비전통적상관해마요고,해산법가이교호지억제통계조성,도상질량고。인차,편마공성상기술용우γ상궤성상시가행적。
Coded aperture imaging of various shaped γsources was simulated by Geant4 toolkit, with a mosa-icked MURA(19 ×19)mask.Two correlation decoding algorithms (Finely Sampled Balanced and δdecoding), as well as the iterative Maximum Likelihood -Expectation Maximization (MLEM) algorithm, were applied for digital reconstruction of the coded images .The qualities of reconstructed images were compared by calculating the contract-to-noise ratio (CNR).The results showed that each of the algorithms represented a clear , exact image for every single source and that high -quality images with a better resolution and CNR were obtained by MLEM algorithm, as the statistic noise was effectively inhibited .Accordingly, coded aperture imaging was ap-plicable in γcamera.