
Bibliografia
sul restauro di immagini 


Bibliografia sul restauro di immagini
La bibliografia che segue è uno dei sottoprodotti di un mio passato interesse nel
campo del restauro di immagini. Come molte altre bibliografie, essa è largamente
incompleta (mancano ad esempio alcuni lavori ormai classici, come pure diversi lavori
molto recenti, essendo aggiornata solo fino al 1994), dato che riflette essenzialmente le
specifiche linee di ricerca che ho seguito e il periodo di tempo in cui me ne sono
occupato. Poiché conto di poter riprendere appena possibile a lavorare sul tema, la
bibliografia è da considerarsi ancora in costruzione.
 J.B. Abbiss, C. De Mol, H.S. Dhadwal, "Regularized iterative and noniterative
procedures for object restoration from experimental data", Optica Acta, vol.
30, no. 1, 1983, pp. 107124.
 A.O. Aboutalib, L.M. Silverman, "Restoration of motion degraded images", IEEE
Trans. Circuits and Systems, vol. 22, March 1975, pp. 278286.
 A.O. Aboutalib et al., "Digital restoration of images degraded by general
motion blurs", IEEE Trans. Automatic Control, vol. 22, June 1977, pp. 294302.
 G.L. Anderson, A.N. Netravali, "Image restoration based on a subjective
criterion", IEEE Trans. Systems, Man, and Cybern., vol. 6, no. 12, December
1976, pp. 845853.
 H.C. Andrews, C.L. Patterson, "Singular value decompositions and digital image
processing", IEEE Trans. Acoust., Speech, and Signal Proc., vol. 24, no. 1,
February 1976, pp. 2653.
 D.L. Angwin, H. Kaufman, "Image restoration using reduced order models", Signal
Processing, vol. 16, 1989, pp. 2128.
 J. Biemond, J. Rieske, J.J. Gerbrands, "A fast Kalman filter for images degraded by
both blur and noise", IEEE Trans. Acoust., Speech, and Signal Proc., vol. 31,
no. 5, October 1983, pp. 12481256.
 J. Biemond, F.G. van der Putten, J.W. Woods, "A parallel identification procedure
for images with noncausal symmetric blurs", Proc. 1986 IEEE Int. Conf. on ASSP,
Tokyo, April 1986, pp. 14891492.
 M. Cannon, "Blind deconvolution of spatially invariant image blurs with
phase", IEEE Trans. Acoust., Speech, and Signal Proc., vol. 24, no. 1,
February 1976, pp. 5863.
 A.E. Cetin, "Reconstruction of signals from Fourier transform samples", Signal
Processing, vol. 16, 1989, pp.129148.
 B. Chalmond, "Image restoration using an estimated Markov model", Signal
Processing, vol. 15, 1988, pp. 115129.
 M.M. Chang, A.M. Tekalp, A.T. Erdem, "Blur identification using the
bispectrum", IEEE Trans. Signal Processing, vol. 39, no. 10, October 1991, pp.
23232325.
 S.S.L. Chang, "Digital linear processor theory and optimum multidimensional data
estimation", IEEE Trans. Automatic Control, vol. 24, April 1979, pp. 190201.
 S. Citrin, M.R. AzimiSadjadi, "A fullplane block Kalman filter for image
restoration", IEEE Trans. Image Processing, vol. 1, no. 4, October 1992, pp.
488495.
 D.E. Dudgeon, "The computation of twodimensional cepstra", IEEE Trans.
Acoust., Speech, and Signal Proc., vol. 25, no. 6, December 1977, pp. 476484.
 D.E. Dudgeon, R.M. Mersereau, Multidimensional Signal Processing, Englewood
Cliffs, NJ: PrenticeHall, 1984.
 K. Erler, E. Jernigan, "Adaptive image restoration using recursive image
filters", IEEE Trans. Signal Processing, vol. 42, no. 7, July 1994, pp.
18771881.
 C.L. Fales, F.O. Huck, J.A. McCormick, S.K. Park, "Wiener restoration of sampled
image data: endtoend analysis", J. Opt. Soc. Am. A, vol. 5, no. 3, March
1988, pp. 300314.
 B.R. Frieden, "Image enhancement and restoration", in: Huang TS (Ed.), Picture
Processing and Digital Filtering, Springer, Berlin, 1976, pp. 177248.
 N.P. Galatsanos, R.T. Chin, "Restoration of color images by multichannel Kalman
filtering", IEEE Trans. Signal Processing, vol. 39, no. 10, October 1991, pp.
22372252.
 N.P. Galatsanos, A.K. Katsaggelos, R.T. Chin, A.D. Hillery, "Least squares
restoration of multichannel images", IEEE Trans. Signal Processing, vol. 39,
no. 10, October 1991, pp. 22222236.
 L. Guan, R.K. Ward, "Restoration of randomly blurred images by the Wiener
filter", IEEE Trans. Acoust., Speech, and Signal Proc., vol. 37, no. 4, April
1989, pp. 589592.
 A. Habibi, "Twodimensional Bayesian estimate of images", Proc. IEEE,
vol. 60, July 1972, pp. 878883.
 T.J. Holmes, "Maximumlikelihood image restoration adapted for noncoherent optical
imaging", J. Opt. Soc. Am. A, vol. 5, no. 5, May 1988, pp. 666673.
 B.R. Hunt, "Bayesian methods in nonlinear digital image restoration", IEEE
Trans. Computers, vol. 26, no. 3, March 1977, pp. 219229.
 B.R. Hunt, "Digital image processing", Proc. IEEE, vol. 63, no. 4,
April 1975, pp. 693708.
 A.K. Jain, "Advances in mathematical models for image processing", Proc.
IEEE, vol. 69, no. 5, May 1981, pp. 502428.
 A.K. Jain, "An operator factorization method for restoration of blurred
images", IEEE Trans. Comput., vol. 26, no. 11, November 1977, pp. 10611071.
 F.C. Jeng, J.W. Woods, "Inhomogeneous Gaussian image models for estimation and
restoration", IEEE Trans. Acoust., Speech, and Signal Proc., vol. 36, no. 8,
August 1988, pp. 13051312.
 E. Joseph, T. Pavlidis, "Deblurring of bilevel waveforms", IEEE Trans.
Image Processing, vol. 2, no. 2, April 1993, pp. 223235.
 R.L. Kashyap, K.B. Eom, "Robust image modeling techniques with an image restoration
application", IEEE Trans. Acoust., Speech, and Signal Proc., vol. 36, no. 8,
August 1988, pp. 13131325.
 T. Katayama, "Restoration of images degraded by motion blur and noise", IEEE
Trans. Automat. Contr., vol. 27, no. 5, October 1982, pp. 10241033.
 T. Katayama, T. Hirai, K. Okamura, "A fast Kalman filter approach to restoration of
blurred images", Signal Processing, vol. 14, 1988, pp. 165175.
 A. Katsaggelos, J. Biemond, R.W. Schafer, R.M. Mersereau, "A regularized iterative
image restoration algorithm", IEEE Trans. Signal Processing, vol. 39, no. 4,
April 1991, pp. 914929.
 A.K. Katsaggelos, S.P.R. Kumar, "Single and multistep iterative image restoration
and VLSI implementation", Signal Processing, vol. 16, 1989, pp. 2940.
 S. Kawata, Y. Ichioka, "Iterative image restoration for linearly degraded images 
I. Basis", J. Opt. Soc. Am., vol. 70, no. 7, July 1980, pp. 762768.
 S. Kawata, Y. Ichioka, "Iterative image restoration for linearly degraded images 
II. Reblurring procedure", J. Opt. Soc. Am., vol. 70, no. 7, July 1980, pp.
768772.
 H.R. Keshavan, M.D. Srinath, "Enhancement of noisy images using an interpolative
model in two dimensions", IEEE Trans. Systems, Man, and Cybern., vol. 8, no.
2, April 1978, pp. 247258.
 S.P. Kim, W.Y. Su, "Recursive highresolution reconstruction of blurred multiframe
images", IEEE Trans. Image Processing, vol. 2, no. 4, October 1993, pp.
534539.
 S.Y. Kung et al., "New results in 2D systems theory. Part II: 2D
statespace models  realization and the notions of controllability, observability, and
minimality", Proc. IEEE, vol. 65, June 1977, pp. 945961.
 R.L. Lagendijk, J. Biemond, D.E. Boekee, "Identification and restoration of noisy
blurred images using the expectationmaximization algorithm", IEEE Trans. Acoust.,
Speech, and Signal Proc., vol. 38, no. 7, July 1990, pp. 11801191.
 R.G. Lane, R.H.T. Bates, "Automatic multidimensional convolution", J. Opt.
Soc. Am. A, vol. 4, no. 1, January 1987, pp. 180188.
 J.S. Lee, "Digital image enhancement and noise filtering by use of local
statistics", IEEE Trans. Patt. Anal. and Mach. Intell., vol. 2, no. 2, March
1980, pp. 165168.
 A. Levi, H. Stark, "Image restoration by the method of generalized projections with
application to restoration from magnitude", J. Opt. Soc. Am. A, vol. 1, no. 9,
September 1984, pp. 932943.
 J.S. Lim, "Image restoration by short space spectral subtraction", IEEE
Trans. Acoust., Speech, and Signal Proc., vol. 28, no. 2, April 1980, pp. 191197.
 J. Maeda, K. Murata, "Restoration of bandlimited images by an iterative
regularized pseudoinverse method", J. Opt. Soc. Am. A, vol. 1, no. 1, January
1984, pp. 2834.
 A.K. Mahalanabis, K. Xue, "An efficient twodimensional Chandrasekhar filter for
restoration of images degraded by spatial blur and noise", IEEE Trans. Acoust.,
Speech, and Signal Proc., vol. 35, no. 11, November 1987, pp. 16031610.
 R.J. Mammone, R.J. Rothacker, "General iterative method of restoring linearly
degraded images", J. Opt. Soc. Am. A, vol. 4, no. 1, January 1987, pp.
208215.
 N.D.A. Marcarenhas, W.K. Pratt, "Digital image restoration under a regression
model", IEEE Trans. Circuits and Systems, vol. 22, March 1975, pp. 252266.
 E.S. Meinel, "Maximumentropy image restoration: Lagrange and recursive
techniques", J. Opt. Soc. Am. A, vol. 5, no. 1, January 1988, pp. 2529.
 J.B. Moore, B.D.O. Anderson, Optimal Filtering, PrenticeHall, Englewood Cliffs,
NJ, 1979.
 C.E. Morris, M.A. Richards, M.H. Hayes, "Iterative deconvolution algorithm with
quadratic convergence", J. Opt. Soc. Am. A, vol. 4, no. 1, January 1987, pp.
200207.
 J.B. Morton, H.C. Andrews, "A posteriori method of image restoration", J.
Opt. Soc. Am., vol. 69, no. 2, February 1979, pp. 280290.
 M.S. Murphy, L.M. Silverman, "Image model representation and linebyline
restoration", IEEE Trans. Automat. Contr., vol. 23, no. 5, October 1978, pp.
809816.
 N.E. Nahi, "Role of recursive estimation in statistical image enhancement", Proc.
IEEE, vol. 60, July 1972, pp. 872877.
 A.K. Nandi, "Robust estimation of thirdorder cumulants in applications of
highorder statistics", IEE ProceedingsF, vol. 140, no. 6, December 1993, pp.
380389.
 N. Ohyama, M. Yachida, E. Badique, J. Tsujiuchi, T. Honda, "Leastsquares filter
for colorimage restoration", J. Opt. Soc. Am. A, vol. 5, no. 1, January 1988,
pp. 1924.
 D.P. Panda, A.C. Kak, "Recursive least squares smoothing of noise in images", IEEE
Trans. Acoust., Speech, and Signal Proc., vol. 25, December 1977, pp. 520524.
 G. Pavlovic, A.M. Tekalp, "Maximum likelihood parametric blur identification based
on a continuous spatial domain model", IEEE Trans. Image Processing, vol. 1,
no. 4, October 1992, pp. 496504.
 K.M. Perry, S.J. Reeves, "A practical stopping rule for iterative signal
restoration", IEEE Trans. Signal Processing, vol. 42, no. 7, July 1994, pp.
18291833.
 A.P. Petropulu, C.L. Nikias, "Blind deconvolution of coloured signals based on
higherorder cepstra and data fusion", IEE ProceedingsF, vol. 140, no. 6,
December 1993, pp. 356361.
 S.A. Rajala, R.J.P. de Figuereido, "Adaptive nonlinear image restoration by a
modified Kalman filtering approach", in Proc. ECASSP, Denver, CO, 1980.
 S.E. Reichenbach, S.K. Park, "Small convolution kernels for highfidelity image
restoration", IEEE Trans. Signal Processing, vol. 39, no. 10, October 1991,
pp. 22632274.
 R.P. Roesser, "A discrete statespace model for linear image processing", IEEE
Trans. Automatic Control, vol. 20, February 1975, pp. 110.
 W.L. Root, "Illposedness and precision in objectfield reconstruction
problems", J. Opt. Soc. Am. A, vol. 4, no. 1, January 1987, pp. 171179.
 C. SanchezAvila, "An adaptive regularized method for deconvolution of signals with
edges by convex projection, IEEE Trans. Signal Processing, vol. 42, no. 7, July
1994, pp. 18491851.
 H. SariSarraf, D. Brzakovic, "Automated iterative noise filtering", IEEE
Trans. Signal Processing, vol. 39, no. 1, January 1991, pp. 238242.
 A.E. Savakis, H.J. Trussell, "Blur identification by residual spectral
matching", IEEE Trans. Image Processing, vol. 2, no. 2, April 1993, pp.
141151.
 A.E. Savakis, H.J. Trussell, "On the accuracy of PSF representation in image
restoration", IEEE Trans. Image Processing, vol. 2, no. 2, April 1993, pp.
252259.
 R.W. Schutten, G.F. Vermeij, "The approximation of image blur restoration filters
by finite impulse responses", IEEE Trans. Patt. Anal. and Mach. Intell., vol.
2, no. 2, March 1980, pp. 176180.
 M.I. Sezan, A.M. Tekalp, "Adaptive image restoration with artifact suppression
using the theory of convex projections", IEEE Trans. Acoust., Speech, and Signal
Proc., vol. 38, no. 1, January 1990, pp. 181185.
 M.I. Sezan, H.J. Trussell, "Prototype image constraints for settheoretic image
restoration", IEEE Trans. Signal Processing, vol. 39, no. 10, October 1991,
pp. 22752285.
 M.M. Sondhi, "Image restoration: The removal of spatially invariant
degradations", Proc. IEEE, vol. 60, July 1972, pp. 842853.
 T.G. Stockham, Jr., T.M. Cannon, R.B. Ingebretsen, "Blind deconvolution through
digital signal processing", Proc. IEEE, vol. 63, no. 4, April 1975, pp.
678692.
 M.G. Strintzis, "Dynamic representation and recursive estimation of cyclic and
twodimensional processes", IEEE Trans. Automatic Control, vol. 23, October
1978, pp. 801809.
 B.R. Suresh, B.A. Shenoi, "A vector dynamical model for the Kalman filtering of
images", in Proc. IEEE Intl. Symp. on Circuits and Systems, Tokyo, Japan, July
1979, pp. 983986.
 B.R. Suresh, B.A. Shenoi, "New results in twodimensional Kalman filtering with
applications to image restoration", IEEE Trans. Circuits and Systems, vol. 28,
no. 4, April 1981, pp. 307319.
 B.R. Suresh, B.A. Shenoi, "The statespace realization of a certain class of
twodimensional systems with applications to image processing", Computer Graphics
and Image Processing, vol. 11, Oct. 1979, pp. 101110.
 A. Swami, "Multiplicative noise models: Parameter estimation using cumulants",
Signal Processing, vol. 36, 1994, pp. 355373.
 E. Tanaka, "Improved iterative image reconstruction with automatic noise artifact
suppression", IEEE Trans. Medical Imaging, vol. 11, no. 1, March 1992, pp.
2127.
 M. Tanaka, T. Katayama, "Edge detection and restoration of noisy images by the
expectationmaximization algorithm", Signal Processing, vol. 17, 1989, pp.
213226.
 A.M. Tekalp, H. Kaufman, J.W. Woods, "Identification of image and blur parameters
for the restoration of noncausal blurs", IEEE Trans. Acoust., Speech, and Signal
Proc., vol. 34, no. 4, August 1986, pp. 963972.
 A.M. Tekalp, H. Kaufman, J.W. Woods, "Modelbased segmentation and spacevariant
restoration of blurred images by decisiondirected filtering", Signal Processing,
vol. 15, 1988, pp. 259269.
 H.J. Trussel, M.I. Sezan, D. Tran, "Sensitivity of color LMMSE restoration of
images to the spectral estimate", IEEE Trans. Signal Processing, vol. 39, no.
1, January 1991, pp. 248252.
 M. Unser, B.L. Trus, M. Eden, "Iterative restoration of noisy elastically distorted
periodic images", Signal Processing, vol. 17, 1989, pp. 191200.
 R.K. Ward, "Restoration of differently blurred versions of an image with
measurement errors in the PSF's", IEEE Trans. Image Processing, vol. 2, no. 3,
July 1993, pp. 369381.
 R.K. Ward, B.E.A. Saleh, "Deblurring random blur", IEEE Trans. Acoust.,
Speech, and Signal Proc., vol. 35, no. 10, October 1987, pp. 14941498.
 J.W. Woods, V.K. Ingle, "Kalman filtering in two dimensions: Further results",
IEEE Trans. Acoust., Speech, and Signal Proc., vol. 29, no. 2, April 1981, pp.
188197.
 J.W. Woods, C.H. Radewan, "Kalman filtering in two dimensions", IEEE Trans.
Inform. Theory, vol. 23, no. 4, July 1977, pp. 473482.
 E. Yudilevich, A. Levi, G.J. Habetler, H. Stark, "Restoration of signals from their
signed Fouriertransform magnitude by the method of generalized projections", J.
Opt. Soc. Am. A, vol. 4, no. 1, January 1987, pp. 236246.
 M.E. Zervakis, A.N. Venetsanopoulos, "Design of a new restoration algorithm based
on the constrained meansquareerror criterion", Multidimensional Systems and
Signal Processing, vol. 3, 1992, pp. 381408.
 Y.T. Zhou, R. Chellappa, "Image restoration with neural networks", in: Kosko B
(Ed.), Neural Networks for Signal Processing, PrenticeHall, pp. 6386, 1992.

Bibliografia
sul restauro di immagini 




© 19972003 Paolo Marincola (Rome, Italy)
email: pmaNOSPAM@acm.org (eliminare
i caratteri "NOSPAM" per ottenere l'indirizzo esatto)
Commenti, osservazioni e suggerimenti sono estremamente graditi.
Last revised: 20031206 19:35