On the accuracy of PSF representation in image restoration

作者: A.E. Savakis , H.J. Trussell

DOI: 10.1109/83.217229

关键词:

摘要: Point spread function (PSF) models derived from physical optics provide a more accurate representation of real blurs than simpler based on geometrical optics. However, the PSF do not always result in significantly better restoration, due to coarse sampling recording device and insufficiently high signal-to-noise ratio (SNR) levels. Low resolutions aliasing errors suboptimal restorations. A high-resolution where are minimized is used obtain improved The SNR parameter which ultimately limits restoration quality determines need for an model. As rule thumb, can be place without significant loss when less 30 dB. >

参考文章(7)
Per A. Stokseth, Properties of a Defocused Optical System* Journal of the Optical Society of America. ,vol. 59, pp. 1314- 1321 ,(1969) , 10.1364/JOSA.59.001314
H.J. Trussell, A.E. Savakis, Blur identification by statistical analysis international conference on acoustics, speech, and signal processing. pp. 2493- 2496 ,(1991) , 10.1109/ICASSP.1991.150907
M.I. Sezan, G. Pavlovic, A.M. Tekalp, A.T. Erdem, On modeling the focus blur in image restoration international conference on acoustics, speech, and signal processing. pp. 2485- 2488 ,(1991) , 10.1109/ICASSP.1991.150905
Donald B. Gennery, Determination of optical transfer function by inspection of frequency-domain plot Journal of the Optical Society of America. ,vol. 63, pp. 1571- 1577 ,(1973) , 10.1364/JOSA.63.001571
M.M. Chang, A.M. Tekalp, A.T. Erdem, Blur identification using the bispectrum IEEE Transactions on Signal Processing. ,vol. 39, pp. 2323- 2325 ,(1991) , 10.1109/78.91207
Hsien-Che Lee, Review of image-blur models in a photographic system using the principles of optics Optical Engineering. ,vol. 29, pp. 405- 421 ,(1990) , 10.1117/12.55609