Point Spread Function Model of Grating Imaging System Based on Boltzmann Function Edge Fitting

Quan Lu; Zehao Zhang; Weiping Zhang; Yirong Liu

doi:10.3788/AOS202040.1405003

[1] Köhler R, Hirsch M, Mohler B et al. Recording and playback of camera shake: benchmarking blind deconvolution with a real-world database[M]. ∥Fitzgibbon A, Lazebnik S, Perona P, et al. Computer vision - ECCV 2012. Heidelberg: Springer, 27-40(2012).

[2] Chen Y M, Chen M M, Zhu L et al. Measure and model a 3-D space-variant PSF for fluorescence microscopy image deblurring[J]. Optics Express, 26, 14375-14391(2018).

[3] Chen R J, Tan H Z, Tan W Q et al. A fast lens focus measurement method based on blurred image processing[J]. Acta Optica Sinica, 35, 0210002(2015).

[4] Pan J S, Dong J X, Tai Y W et al. Learning discriminative data fitting functions for blind image deblurring. [C]∥2017 IEEE International Conference on Computer Vision (ICCV), October 22-29, 2017, Venice. New York: IEEE, 1077-1085(2017).

[5] Xie D J, Li T C, Feng H J et al. Image restoration of Cassegrain optical remote sensing system[J]. Acta Optica Sinica, 31, 0611004(2011).

[6] Yang L H, Zhao B H, Zhang X X et al. Gaussian fitted estimation of point spread function and remote sensing image restoration[J]. Chinese Optics, 5, 181-188(2012).

[7] Fang M, Wang C, Yin D L. Optimal Fermi function based PSF calculation and image restoration[J]. Acta Photonica Sinica, 43, 0110001(2014).

[8] Zhou X, Molina R, Ma Y et al. Parameter-free Gaussian PSF model for extended depth of field in brightfield microscopy[J]. IEEE Transactions on Image Processing, 29, 3227-3238(2020).

[9] Aguet F, van de Ville D, Unser M. Model-based 2.5-D deconvolution for extended depth of field in brightfield microscopy[J]. IEEE Transactions on Image Processing, 17, 1144-1153(2008).

[10] Holmes T J, Bhattacharyya S, Cooper J A et al. Light microscopic images reconstructed by maximum likelihood deconvolution[M]. ∥Pawley J B. Handbook of biological confocal microscopy. Boston: Springer, 389-402(1995).

[11] Chacko N, Liebling M. Fast spatially variant deconvolution for optical microscopy via iterative shrinkage thresholding. [C]∥2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 4-9, 2014, Florence, Italy. New York: IEEE, 2838-2842(2014).

[12] He X R, Zhang W P, Chen M X et al. Study on astigmation of the virtual images formed by grating diffraction[J]. Proceedings of SPIE, 602731-602737(2006).

[13] Cui L F, Luo R F. Introduction of Gaussian beam parameters and rapid measurement and calculation of beam waist[J]. Tianjin Science & Technology, 45, 27-31(2018).

[14] Li T J, Yuan Y, Shuai Y et al. Joint method for reconstructing three-dimensional temperature of flame using Lucy-Richardson and nearest neighbor filtering using light-field imaging[J]. Science China Technological Sciences, 62, 1232-1243(2019).

[15] Li Y, Fan C Y, Shi D F et al. Turbulence-degraded image blind restoration method using accelerated and damped Richardson-Lucy algorithm[J]. Laser & Optoelectronics Progress, 48, 081001(2011).

[16] Zhang Y Y, Wang H H, Chen S T. Adaptive optics image restoration based on Lucy-Richardson[J]. Information Technology, 39, 35-37, 41(2015).

[17] Rajora S, Butola M, Khare K. Mean gradient descent: an optimization approach for single-shot interferogram analysis[J]. Journal of the Optical Society of America A, 36, D7-D13(2019).

[18] Wang Z, Bovik A C, Sheikh H R et al. Image quality assessment: from error visibility to structural similarity[J]. IEEE Transactions on Image Processing, 13, 600-612(2004).