期刊文献+

一种可用于调制传递函数计算的新型线扩展函数拟合模型 被引量:12

New Analytical Line Spread Function Fitting Model for Modulation Transfer Function Calculation
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摘要 调制传递函数(MTF)被广泛用于定性和定量地描述一个光学成像系统成像本领。事实上有多种不同的方法可以获取成像系统的MTF。提出了一种新型线扩展函数(LSF)拟合模型用于计算MTF。函数模型中的各个参数可以使用非线性最小二乘法来确定。与以前提出的函数模型相比,不论在何种噪声条件下,该函数模型的MTF计算结果总与参考值最为接近。使用该函数模型计算退化图像的MTF,并将其应用于降质图像的复原,实验结果证明了计算值的可靠性和用于图像复原时的有效性。 The modulation transfer function(MTF) has been widely used to characterize and quantify the spatial resolution of a linear and space-invariant imaging system.Various methods have been proposed to determine the MTF of an imaging system.A new analytical line spread function(LSF) fitting model to calculate the MTF is proposed.The LSF parameters are confirmed by means of a nonlinear least-square fitting technique.Compared with previous models,the MTF estimate based on proposed model shows the lowest error in the presence of different noise.A practical application of MTF measurement in degraded image restoration also validates the accuracy of proposed method.
出处 《光学学报》 EI CAS CSCD 北大核心 2010年第12期3454-3459,共6页 Acta Optica Sinica
基金 国家自然科学基金(60977010) 国家973计划(2009CB724006) 国家863计划(2009AA12Z108)资助课题
关键词 图像处理 调制传递函数(MTF) 线扩展函数(LSF) 非线性最小二乘拟合 图像复原 image processing modulation transfer function(MTF) line spread function(LSF) nonlinear least-square fitting image restoration
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参考文献16

  • 1Jeffrey T.Olson,Richard L.Espinola,Eddie L.Jacobs.Comparison of tilted slit and tilted edge superresolution modulation transfer function techniques[J].Opt.Engng.,2007,46(1):016403.
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二级参考文献12

  • 1Jeffrey T.Olson,Richard L.Espinola,Eddie L.Jacobs.Comparison of tilted slit and tilted edge superresolution modulation transfer function techniques[J].Opt.Engng.,2007,46(1):016403.
  • 2Stephen E.Reichenbach,Stephen K.Park,Ramkumar Narayanswamy.Characterizing digital image acquisition devices[J].Opt.Engng.,1991,30(2):170-177.
  • 3International Organization for Standardization.ISO 12233:2000,Photography--Electronic Still-Picture Cameras--Resolution Measurements[S].
  • 4Ehsan Samei,Nicole T.Ranger,James T.Dobbins et al..Intercomparison of methods for image quality characterization.I.modulation transfer function[J].Med.Phys.,2006,33(5):1454-1465.
  • 5Ann-Katherine Carton,Dirk Vandenbroucke,Luc Struye et al..Validation of MTF measurement for digital mammography quality control[J].Med.Phys.,2005,32(6):1684-1695.
  • 6Andrew D.A.Maidment,Michael Albert.Conditioning data for calculation of the modulation transfer function[J].Med.Phys.,2003,30(2):248-253.
  • 7P.B.Greer,T.van Doorn.Evaluation of an algorithm for the assessment of the MTF using an edge method[J].Med.Phys.,2000,27(9):2048-2059.
  • 8T.Villafana.Effect of microdensitometer scan slit misalignment in MTF determinations[J].Med.Phys.,1975,2(5):255-258.
  • 9I.A.Cunningham,A.Fenster.A method for modulation transfer function determination from edge profiles with correction for finite element differentiation[J].Med.Phys.,1987,14(4):533-537.
  • 10H.Hwang,Y.W.Choi,S.Kwak et al..MTF assessment of high resolution satellite images using ISO 12233 slanted-edge method[C].SPIE,2008,7109:710905.

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