[1] [1] 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,2012,5(2): 181-188.(in Chinese)

[2] [2] CHANG S T,SUN ZH Y,ZHANG Y Y,et al.. Radiation measurement of small targets based on PSF[J]. Opt. Precision Eng.,2014,22(11): 2879-2887.(in Chinese)

[3] [3] KRISHNAN D,TAY T, FERGUS R. Blind deconvolution using a normalized sparsity measure[C]. Proceedings of the 2011 Computer Vision and Pattern Recognition,IEEE,2011,42: 233-240.

[4] [4] SCHULER C J,HIRSCH M,HARMELING S,et al.. Blind correction of optical aberrations[C]. Proceedings of the European Conference on Computer Vision,Springer,2012: 187-200.

[5] [5] GUO C ZH,QIN ZH Y. Blind restoration of nature optical images based on non-convex high order total variation regularization[J]. Opt. Precision Eng.,2015,23(12): 3490-3499.(in Chinese)

[6] [6] YAN J W,PENG H,LIU L,et al.. Remote sensing image restoration based on zero-norm regularized kernel estimation[J]. Opt. Precision Eng.,2014,22(9): 2572-2579.(in Chinese)

[7] [7] KEE E, PARIS S, HEN S,et al.. Modeling and removing spatially-varying optical blur[C]. Proceedings of the 2011 IEEE International Conference on Computational Photography,IEEE,2011: 1-8.

[8] [8] BRAUERS J,SEILER C,AACH T. Direct PSF estimation using a random noise target[J]. Proceedings of SPIE,2010,7537: 75370B.

[9] [9] HEIDE F,ROUF M,HULLIN M B,et al.. High-quality computational imaging through simple lenses[J]. ACM Transactions on Graphics,2013,32(5): 149.

[10] [10] HAO L. Point spread function obtaining research based on the linear space variant image restoration[D]. Harbin: Harbin Institute of Technology,2012.(in Chinese)

[11] [11] ZHENG Y D,HUANG W,PAN Y,et al.. Optimal PSF estimation for simple optical system using a wide-band sensor based on PSF measurement[J]. Sensors,2018,18(10): 3552.

[12] [12] CHEN X H,JI Y Q,SHEN W M,et al.. Small-aberration retrieval based on spot images[J]. Opt. Precision Eng.,2012,20(4): 706-711.(in Chinese)

[13] [13] SIMPKINS J D,STEVENSON R L. A spatially varying PSF model for Seidel aberrations and defocus[J]. Proceedings of SPIE,2013,8666: 86660F.

[14] [14] WANG CH, HEN J,JIA H G,et al.. Parameterized modeling of spatially varying PSF for lens aberration and defocus[J]. Journal of the Optical Society of Korea,2015,19(2): 136-143.

[15] [15] SHIH Y,GUENTER B,JOSHI N. Image enhancement using calibrated lens simulations[C]. Proceedings of the European Conference on Computer Vision,Springer,2012,7575: 42-56.

[16] [16] GONZALEZ R C,WOODS R E. Digital Image Processing[M]. 3rd ed.India: Prentice Hall,2008.

[17] [17] KRISHNAN D,FERGUS R. Fast image deconvolution using hyper-Laplacian priors[C]. Proceedings of the 22nd International Conference on Neural Information Processing Systems,Curran Associates Inc.,2009: 1033-1041.

[18] [18] ALMEIDA M S C,ALMEIDA L B. Blind and semi-blind deblurring of natural images[J]. IEEE Transactions on Image Processing,2010,19(1): 36-52.