Optimized simultaneous algebraic reconstruction technique in image reconstruction based on optical tomography

机译：基于光学层析成像的图像优化同时代数重建技术

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Optical tomography imaging is widely used in target-detection, aerospace precision instrumentation and geologicalmaterial detection for its non-contact, long-distance and high-precision imaging characteristics. Due to the differentapplication range and structural design of the tomography system, the inevitable inadequate projection data and the offsetof the rotation center may occur in the actual acquisition, which may cause artifacts and unclearness in the reconstructedimage. In this paper, based on the research of image reconstruction algorithm, the paper compares filter back projectionalgorithm with iterative algorithm and analyzes effects of the reconstruction process with iterative algorithm under multipleparameters. Determining the appropriate weighting model, iteration number and relaxation factor, etc. Combined with highquality initial image and convex set constraints, an optimized SART algorithm is proposed. The experiment uses theoptimized SART algorithm for image reconstruction. By comparing the image evaluation parameters with sharpness andaverage gradient, it is verified that the construction image with the optimized SART is better and clearer than those withthe unoptimized SART and the simple filtered back projection algorithm.

机译：光学层析成像技术广泛应用于目标检测，航空航天精密仪器和地质学非接触，远距离和高精度成像特性的材料检测。由于不同层析成像系统的应用范围和结构设计，不可避免的投影数据不足和偏移实际采集中可能会发生旋转中心的旋转，这可能会导致重建过程中出现伪影和不清晰图像。本文在对图像重建算法的研究基础上，对滤波反投影进行了比较。算法与迭代算法的结合，并分析了迭代算法在多种情况下重建过程的效果参数。确定合适的加权模型，迭代次数和松弛因子等。结合高质量初始图像和凸集约束，提出了一种优化的SART算法。实验使用用于图像重建的优化SART算法。通过比较图像评估参数的清晰度和平均梯度，可以证明具有优化SART的构造图像比具有最佳SART的构造图像更清晰。未优化的SART和简单的滤波反投影算法。

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《Target Recognition and Artificial Intelligence Summit Forum;Society of Photo-Optical Instrumentation Engineers》||1142726.1-1142726.6|共6页
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Feng Hu; BaoSheng Li; Baokun Han;
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1. Improved Simultaneous Algebraic Reconstruction Technique Algorithm for Positron-Emission Tomography Image Reconstruction via Minimizing the Fast Total Variation [J] . Abdelwahhab Boudjelal, Zoubeida Messali, Abderrahim Elmoataz, Journal of medical imaging and radiation sciences . 2017,第4期

机译：通过最小化快速总变化改进了正电子发射断层扫描图像重建的同步代数重建技术算法
2. Convergence rate calculation of simultaneous iterative reconstruction technique algorithm for diffuse optical tomography image reconstruction: A feasibility study [J] . Ching-Cheng Chuang, Jui-che Tsai, Chung-Ming Chen, Optics Communications: A Journal Devoted to the Rapid Publication of Short Contributions in the Field of Optics and Interaction of Light with Matter . 2012,第8期

机译：扩散光学层析成像图像重建同时迭代重建技术算法的收敛速度计算：可行性研究
3. Algebraic reconstruction techniques for spectral reconstruction in diffuse optical tomography [J] . Bernhard Brendel, Ronny Ziegler, Tim Nielsen Applied optics . 2008,第34期

机译：漫射光学层析成像中光谱重建的代数重建技术
4. Optimized simultaneous algebraic reconstruction technique in image reconstruction based on optical tomography [C] . Feng Hu, BaoSheng Li, Baokun Han Target Recognition and Artificial Intelligence Summit Forum . 2020

机译：基于光学断层扫描的图像重建优化了同步代数重建技术
5. Radiomics of Bone Analysis in Micro-CT Imaging with FDK Reconstruction and Modified Simultaneous Algebraic Reconstruction Technique [D] . Shin, Daniel W. 2018

机译：具有FDK重建和改进的同时代数重建技术的Micro-CT成像中的骨分析放射学
6. Variable step size methods for solving simultaneous algebraic reconstruction technique (SART)-type CBCT reconstructions [O] . Heui Chang Lee, Bongyong Song, Jin Sung Kim, 2017

机译：求解同步代数重建技术（SART）型CBCT重建的可变步长方法
7. MODERATED EPOSTERS1385Longitudinal strain assessment in dilated cardiomyopathy patients using a novel accelerated DENSE sequence1407Simultaneous T1 and T2 cardiac quantification with CABIRIA: initial clinical experience1423Head-to-head comparison of acceleration algorithms in 4-dimensional flow CMR1502Left ventricular function and size evaluated by hybrid cardiac positron emission tomography-magnetic resonance: Intraindividual comparison of left ventricular ejection fraction and ventricular volumes derived by two modalities1510Left Atrium assessed by Cardiovascular Magnetic Resonance at 1.5 and 3 Tesla – age and gender effects1514Comparison of Free Breathing Cardiac MRI Radial technique to the Standard Multi breath-hold cine SSFP CMR technique for the assessment of LV Volumes and Function1536Self-navigated free-breathing isotropic 3D whole heart phase sensitive inversion recovery magnetic resonance without navigator for detection of myocardial infarction1547Assessment of Right Ventricular Strain Using Myocardial Deformation Recovery Semi Automated Technique: Initial Experience and Normal Values1586Tissue tracking myocardial deformation analysis and prediction of left ventricular remodeling in acute myocardial infarction1589Investigating strategies for optimal 31P MRS clinical cardiac at 3T: Initial Results1620Quantitative Criteria for the Diagnosis of the Congenital Absence of Pericardium by Cardiac Magnetic Resonance1632Widespread tissue injury during acute myocardial infarction: evidence from advanced CMR relaxometry1322Computed tomography coronary angiography verSus sTRess cArdiac magneTic rEsonance for the manaGement of sYmptomatic revascularized patients: a cost effectiveness study (STRATEGY study)1339Comparison of low- versus high-dose of gadobutrol for late gadolinium enhancement imaging at 1.5 Tesla: a clinical feasibility study1347Multi-parametric Cardiac Magnetic Resonance for Prediction of Cardiac Complications in Thalassemia Intermedia: a Prospective Multicenter Study1461Prognostic value of Cardiovascular Magnetic Resonance derived indexes of myocardial fibrosis in heart transplant recipients1523The role of CMR in the acute phase of hospitalization: changing paradigms1542Preoperative CMR-based score predict ventricular response after surgical left ventricular reconstruction in ischemic heart failure patients1555Excellent response rate to cardiac resynchronization therapy guided with magnetic resonance imaging1626The ECG as a predictor of arrhythmogenic substrate on Cardiac Magnetic Resonance Imaging in patients undergoing ablation for premature ventricular contractions1649Comparison of T1-mapping at 3.0T CMR and angiographic APPROACH score for area at risk assessment in ST-segment elevation myocardial infarction1340Pathological correlates of left bundle branch disease in patients with non-ischemic cardiomyopathy: a cardiovascular magnetic resonance study1342Myocardial remodelling and fibrosis in nonischaemic dilated cardiomyopathy: insights from cardiovascular magnetic resonance1411The association between fibrosis and contractile dysfunction in hypertrophic cardiomyopathy assessed by cardiovascular magnetic resonance1622Persistent myocardial inflammation due to intramyocardial haemorrhage in reperfused STEMI as a precursor to adverse LV remodelling - insights from multi-parametric mapping1566Semiquantitative analysis of low and high b value DWI for detecting myocardial edema in acute myocarditis1567Value of Cardiac MRI In Detecting Coronary Artery Disease In Newly Diagnosed Systolic Dysfunction1570Usefulness of cardiac magnetic resonance in tuberous sclerosis complex1578Papillary muscles offer further insight into hypertrophied hearts: a cardiovascular magnetic resonance study1627Diagnostic and clinical implications of CMR timing (early versus late) in patients with troponin positive acute coronary syndromes and unobstructed coronary arteries: Table 1. [O] . Upasana Tayal, Alexandros Kallifatidis, P. Garg, 2016

机译：在使用新的扩张型心肌病的患者缓和EPOSTERS1385Longitudinal应变评估加速DENSE sequence1407Simultaneous T1和T2与CABIRIA心脏定量：在4维流动的加速算法初始临床experience1423Head对头比较CMR1502Left心室功能和尺寸由混合心脏正电子发射断层摄影术评价 - 磁性共振：由两个modalities1510Left庭派生左室射血分数和心室体积的个体间的比较，在1.5和3特斯拉评估心血管磁共振 - 免费的年龄和性别effects1514Comparison呼吸心脏MRI径向技术标准的多屏气电影SSFP CMR技术的LV卷和Function1536Self-导航自由呼吸各向同性3D整个心脏相位敏感反转恢复磁共振导航仪没有检测右Ventricu心肌infarction1547Assessment的评估拉尔菌株使用心肌变形恢复半自动技术：初步经验和正常Values1586Tissue跟踪心肌变形分析和预测左室重构急性心肌infarction1589Investigating策略优化31P MRS临床心脏在3T：初始Results1620Quantitative标准的先天缺失的诊断心包心脏磁Resonance1632Widespread组织损伤急性心肌梗死时：证据先进CMR relaxometry1322Computed CT冠状动脉成像与压力心脏磁共振对症的管理吻合血管患者：成本效益研究（战略研究）1339Comparison低与高剂量钆布醇在1.5特斯拉晚钆增强成像的临床可行性，在中间型地贫心脏并发症的预测study1347Multi参数心脏核磁共振的前瞻性德穆尔心血管磁共振的ticenter Study1461Prognostic价值衍生心肌纤维化指标在住院的急性期CMR的心脏移植recipients1523The作用：改变基于CMR-paradigms1542Preoperative比分预测缺血性心脏衰竭patients1555Excellent响应速度外科左心室重建心脏再同步化后心室反应治疗与磁共振imaging1626The ECG导引作为心脏磁共振成像致心律失常性基板的在ST段抬高心肌infarction1340Pathological在风险评估经历在3.0T CMR T1映射的室性早搏contractions1649Comparison和血管造影APPROACH分数区域消融患者的预测左束支传导疾病的患者与非缺血性心肌病相关因素：心血管磁共振study1342Myocardial重塑和纤维化nonischaemic扩张型心肌病：在从在由心血管磁性resonance1622Persistent心肌炎症评估肥厚型心肌病的纤维化和收缩功能障碍之间心血管磁性resonance1411The协会由于心肌内出血景点在再灌注STEMI为先导，以不利的LV重塑 - 从低的多参数mapping1566Semiquantitative分析和高的b值DWI的见解为在心脏MRI检测冠状动脉疾病急性myocarditis1567Value在结节性硬化症complex1578Papillary肌肉初诊收缩期Dysfunction1570Usefulness心脏磁共振检测心肌水肿提供进一步的深入了解肥大心脏：心血管磁共振study1627Diagnostic和CMR定时的临床意义（早期与晚）患者肌钙蛋白阳性的急性冠脉综合征和通畅的冠状动脉：表1。
8. Neutron Computer Tomography Code Based on the Algebraic Reconstruction Technique (NCT-ART) [R] . Krueger, A. 1988

机译：基于代数重建技术的中子计算机断层扫描码（NCT-aRT）

Optimized simultaneous algebraic reconstruction technique in image reconstruction based on optical tomography

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