18.4.3.6 Deblurring, Gaussian Blur

Vasu, R.M., Rogers, G.L.,
Image Deblurring with Computer Generated double Phase Holograms,
PR(14), No. 1-6, 1981, pp. 297-303.
WWW Version. BibRef 8100

Bracewell, R.N.,
An Imaging Problem: Restoration of Blurred Digital Characters,
CVGIP(29), No. 3, March 1985, pp. 329-335. BibRef 8503

Misra, R.,
A Deblurring Algorithm Using Edge Gradient for the Walsh-Hadamard Transform Image Coding System,
CVGIP(27), No. 3, September 1984, pp. 369-379. BibRef 8409

Hummel, R.A., Kimia, B.B., Zucker, S.W.,
Deblurring Gaussian Blur,
CVGIP(38), No. 1, April 1987, pp. 66-80. BibRef 8704
Earlier:
Gaussian Blur And The Heat Equation: Forward And Inverse Solutions,
CVPR85(668-671). BibRef
Earlier: A2, A3 only: First title, CVPR83(416-421). BibRef

Kimia, B.B., Zucker, S.W.,
Analytic Inverse of Discrete Gaussian Blur,
McGillUniversity, TR-85-14R, 1985. BibRef 8500

Martens, J.B.,
Deblurring Digital Images by Means of Polynomial Transforms,
CVGIP(50), No. 2, May 1990, pp. 157-176.
WWW Version. BibRef 9005

Johnson, V.E., Wong, W.H., Hu, X., and Chen, C.T.,
Image Restoration Using Gibbs Priors: Boundary Modeling, Treatment of Blurring, and Selection of Hyperparameter,
PAMI(13), No. 5, May 1991, pp. 413-425.
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 9105

Snyder, D.L., Schulz, T.J., and O'Sullivan, J.A.,
Deblurring subject to nonnegativity constraints,
TSP(40), 1992, pp. 1143-1150. BibRef 9200

Guan, L., Ward, R.K.,
Restoration of randomly blurred images via the maximum a posteriori criterion,
IP(1), No. 2, April 1992, pp. 256-262.
WWW Version. 0402 BibRef

Reeves, S.J., Mersereau, R.M.,
Blur identification by the method of generalized cross-validation,
IP(1), No. 3, July 1992, pp. 301-311.
WWW Version. 0402 BibRef

Chang, M.M., Tekalp, A.M., and Erdem, A.T.,
Blur identification using the bispectrum,
ASSP(39), No. 10, October 1991, pp. 2323-2325. BibRef 9110

Sezan, M.I., Pavlovic, G., Tekalp, A.M., Erdem, A.T.,
On modeling the focus blur in image restoration,
ICASSP91(2485-2488). BibRef 9100

Pavlovic, G., Tekalp, A.M.,
Maximum likelihood parametric blur identification based on a continuous spatial domain model,
IP(1), No. 4, October 1992, pp. 496-504.
WWW Version. 0402 BibRef

Ward, R.K.,
Restoration of differently blurred versions of an image with measurement errors in the PSF's,
IP(2), No. 3, July 1993, pp. 369-381.
WWW Version. 0402 BibRef

Vairy, M.[Madhu], Venkatesh, Y.V.,
Deblurring Gaussian blur using a wavelet array transform,
PR(28), No. 7, July 1995, pp. 965-976.
WWW Version. 0401 BibRef

Koch, S., Kaufman, H., Biemond, J.,
Restoration of spatially varying blurred images using multiple model-based extended Kalman filters,
IP(4), No. 4, April 1995, pp. 520-523.
WWW Version. 0402 BibRef

Russo, F., Ramponi, G.,
A fuzzy operator for the enhancement of blurred and noisy images,
IP(4), No. 8, August 1995, pp. 1169-1174.
WWW Version. 0402 BibRef

Anarim, E., Ucar, H., Istefanopulos, Y.,
Identification of image and blur parameters in frequency domain using the EM algorithm,
IP(5), No. 1, January 1996, pp. 159-164.
WWW Version. 0402 BibRef

Fish, D.A., Grochmalicki, J., Pike, E.R.,
Scanning Singular-Value-Decomposition Method for Restoration of Images with Space-Variant Blur,
JOSA-A(13), No. 3, March 1996, pp. 464-469. SVD. BibRef 9603

Cohen, J.M., Colonna, F., Picardello, M.A.,
Image Recovery from Exponential Blurring,
CSSP(15), No. 2, 1996, pp. 261-274. BibRef 9600

You, Y.L.[Yu-Li], Kaveh, M.,
A Regularization Approach to Joint Blur Identification and Image Restoration,
IP(5), No. 3, March 1996, pp. 416-428.
WWW Version. BibRef 9603
Earlier:
A simple algorithm for joint blur identification and image restoration,
ICIP94(III: 167-171).
WWW Version. 9411 BibRef

You, Y.L., Kaveh, M.,
Blind Image Restoration by Anisotropic Regularization,
IP(8), No. 3, March 1999, pp. 396-407.
WWW Version. BibRef 9903
Earlier:
Anisotropic blind image restoration,
ICIP96(II: 461-464).
WWW Version. BibRef

Sapiro, G., Tannenbaum, A., You, Y.L.[Yu-Li], Kaveh, M.,
Experiments on geometric image enhancement,
ICIP94(II: 472-476).
WWW Version. 9411 BibRef

Tekalp, A.M., Kaufman, H., Woods, J.W.,
Identification of Image and Blur Parameters for the Restoration of Noncausal Blurs,
ASSP(34), No. 8, August 1986, pp. 963-972. BibRef 8608

Tekalp, A.M., Kaufman, H.,
On statistical identification of a class of linear space-invariant image blurs using non-minimum phase ARMA models,
ASSP(36), No. 8, August 1988, pp. 1360-1363. BibRef 8808

Guo, Y.P., Lee, H.P., Teo, C.L.,
Blind Restoration of Images Degraded by Space-Variant Blurs Using Iterative Algorithms for Both Blur Identification and Image Restoration,
IVC(15), No. 5, May 1997, pp. 399-410.
WWW Version. 9706 BibRef

Guo, Y.P., Lee, H.P., Teo, C.L.,
Multichannel Image Restorations Using an Iterative Algorithm in Space Domain,
IVC(14), No. 6, June 15 1996, pp. 389-400.
WWW Version. 9607 BibRef

Mair, B.A., Reti, Z., Wilson, D.C., Geiser, E.A., David, B.,
A Q-Series Approach to Deblurring the Discrete Gaussian,
CVIU(66), No. 2, May 1997, pp. 247-254. 9705
WWW Version. BibRef

Mair, B.A., Wilson, D.C., Reti, Z.,
Deblurring the Gaussian Blur,
MMBIA96(DEFORMABLE MODELS II) BibRef 9600

Younes, L.[Laurent],
Synchronous Random Fields and Image Restoration,
PAMI(20), No. 4, April 1998, pp. 380-390.
IEEE Abstract. IEEE Top Reference.
WWW Version. 9806 BibRef
Earlier:
Synchronous image restoration,
ECCV94(B:213-217).
WWW Version. 9405Uses detected edges to reduce blurring. BibRef

Liou, C.Y., Tai, W.P.,
Maximum a Posteriori Restoration of Blurred Images Using Self-Organization,
JEI(7), No. 1, January 1998, pp. 86-93. 9807 BibRef

Torres, L., Bourennane, E., Robert, M., Paindavoine, M.,
A Recursive Digital Filter Implementation for Noisy and Blurred Images,
RealTimeImg(4), No. 3, June 1998, pp. 181-191. 9807 BibRef

Harikumar, G.[Gopal], Bresler, Y.[Yoram],
Perfect Blind Restoration of Images Blurred by Multiple Filters: Theory and Efficient Algorithms,
IP(8), No. 2, February 1999, pp. 202-219.
WWW Version. BibRef 9902
Earlier:
Efficient Algorithms for the Blind Recovery of Images Blurred by Multiple Filters,
ICIP96(III: 97-100).
WWW Version. BibRef

Chan, R.H., Chan, T.F., Wong, C.K.,
Cosine Transform Based Preconditioners for Total Variation Deblurring,
IP(8), No. 10, October 1999, pp. 1472-1478.
WWW Version. BibRef 9910

Markham, J.[Joanne], Conchello, J.A.[José-Angel],
Parametric blind deconvolution: a robust method for the simultaneous estimation of image and blur,
JOSA-A(16), No. 10, October 1999, pp. 2377-2391. BibRef 9910

Mesarovi, V.Z.[Vladimir Z.], Galatsanos, N.P.[Nikolas P.], Wernick, M.N.[Miles N.],
Iterative linear minimum mean-square-error image restoration from partially known blur,
JOSA-A(17), No. 4, April 2000, pp. 711-723. 0005 BibRef

Galatsanos, N.P., Mesarovic, V.Z., Molina, R., Katsaggelos, A.K.,
Hierarchical Bayesian Image Restoration from Partially Known Blurs,
IP(9), No. 10, October 2000, pp. 1784-1797.
WWW Version. 0010 BibRef

Molina, R., Vega, M., Mateos, J., Katsaggelos, A.K.,
Parameter Estimation in Bayesian Reconstruction of Multispectral Images using Super Resolution Techniques,
ICIP06(1749-1752). 0610
WWW Version. BibRef

Vega, M.[Miguel], Molina, R.[Rafael], Katsaggelos, A.K.[Aggelos K.],
Bayesian Reconstruction of Color Images Acquired with a Single CCD,
IbPRIA05(I:343).
WWW Version. 0509 BibRef

Galatsanos, N.P., Molina, R., Mesarovic, V.Z.,
Two Bayesian image restoration algorithms from partially-known blurs,
ICIP98(II: 93-97).
WWW Version. 9810 BibRef

Kennedy, L.M.[Lesa M.], Basu, M.[Mitra],
Application of projection pursuit learning to boundary detection and deblurring in images,
PR(33), No. 12, December 2000, pp. 2019-2031.
WWW Version. 0008 BibRef

Giannakis, G.B., Heath, Jr., R.W.,
Blind Identification of Multichannel FIR Blurs and Perfect Image Restoration,
IP(9), No. 11, November 2000, pp. 1877-1896.
WWW Version. 0011 BibRef
Earlier:
Blurs and perfect image restoration,
ICIP96(I: 717-720).
WWW Version. 9610 BibRef

Panchapakesan, K., Sheppard, D.G., Marcellin, M.W., Hunt, B.R.,
Blur Identification from Vector Quantizer Encoder Distortion of the PSF from Vector Quantizer Encoder Distortion,
IP(10), No. 3, March 2001, pp. 465-470.
WWW Version. 0104 BibRef
Earlier:
Blur identification from vector quantizer encoder distortion,
ICIP98(III: 751-755).
WWW Version. 9810 BibRef

Premaratne, P., Ko, C.C.,
Retrieval of symmetrical image blur using zero sheets,
VISP(148), No. 1 , February 2001, pp. 65-69. 0105 BibRef

Immerkaer, J.,
Fast Noise Variance-Estimation,
CVIU(64), No. 2, September 1996, pp. 300-302.
WWW Version. BibRef 9609

Immerkaer, J.,
Use of blur-space for deblurring and edge-preserving noise smoothing,
IP(10), No. 6, June 2001, pp. 837-840.
WWW Version. 0106Variance rather than standard deviation to estimate unblurred image. BibRef

Bedini, L.[Luigi], del Corso, G.M.[Gianna M.], Tonazzini, A.[Anna],
Preconditioned edge-preserving image deblurring and denoising,
PRL(22), No. 10, August 2001, pp. 1083-1101.
HTML Version. 0108 BibRef

Rajan, D.[Deepu], Chaudhuri, S.[Subhasis],
An MRF-Based Approach to Generation of Super-Resolution Images from Blurred Observations,
JMIV(16), No. 1, January 2002, pp. 5-15.
WWW Version. 0202 BibRef

Su, M.[Min], Basu, M.[Mitra],
A hybrid learning system for image deblurring,
PR(35), No. 12, December 2002, pp. 2881-2894.
WWW Version. 0209 BibRef

Liang, L.[Lei], Xu, Y.[Yuanchang],
Adaptive Landweber method to deblur images,
SPLetters(10), No. 5, May 2003, pp. 129-132.
IEEE Top Reference. 0304 BibRef

Candela, V.F., Marquina, A., Serna, S.,
A local spectral inversion of a linearized TV model for denoising and deblurring,
IP(12), No. 7, July 2003, pp. 808-816.
WWW Version. 0308 BibRef

Abubakar, A., van den Berg, P.M., Habashy, T.M., Braunisch, H.,
A Multiplicative Regularization Approach for Deblurring Problems,
IP(13), No. 11, November 2004, pp. 1524-1532.
WWW Version. 0411 BibRef

Ng, M.K.[Michael K.], Sze, C.K., Yung, S.P.,
Wavelet algorithms for deblurring models,
IJIST(14), No. 3, 2004, pp. 113-121.
WWW Version. 0408 BibRef

Katkovnik, V., Egiazarian, K.O., Astola, J.T.,
A spatially adaptive nonparametric regression image deblurring,
IP(14), No. 10, October 2005, pp. 1469-1478.
WWW Version. 0510 See also Spatially adaptive color filter array interpolation for noiseless and noisy data. BibRef

Foi, A., Alenius, S., Trimeche, M., Katkovnik, V., Egiazarian, K.O.,
A Spatially Adaptive Poissonian Image Deblurring,
ICIP05(I: 925-928).
WWW Version. 0512 BibRef

Egiazarian, K.O.[Karen O.], Foi, A.[Alessandro], Katkovnik, V.[Vladimir],
Compressed Sensing Image Reconstruction Via Recursive Spatially Adaptive Filtering,
ICIP07(I: 549-552).
WWW Version. 0709 BibRef

Ng, M.K.[Michael K.], Yau, A.C.[Andy C.],
Super-Resolution Image Restoration from Blurred Low-Resolution Images,
JMIV(23), No. 3, November 2005, pp. 367-378.
WWW Version. 0510 BibRef

Bose, N.K.[Nirmal K.], Ng, M.K.[Michael K.], Yau, A.C.[Andy C.],
A Fast Algorithm for Image Super-Resolution from Blurred Observations,
JASP(2006), 2006, pp. 1-14.
WWW Version. 0603 BibRef

Bose, N.K., Kim, H.C., Zhou, B.,
Performance analysis of the TLS algorithm for image reconstruction from a sequence of undersampled noisy and blurred frames,
ICIP94(III: 571-574).
WWW Version. 9411 BibRef

Ching, W.K.[Wai-Ki], Ng, M.K.[Michael K.], Sze, K.N.[Kenton N.], Yau, A.C.[Andy C.],
Superresolution image reconstruction from blurred observations by multisensors,
IJIST(13), No. 3, 2003, pp. 153-160.
WWW Version. 0309 BibRef

Bar, L.[Leah], Kiryati, N.[Nahum], Sochen, N.A.[Nir A.],
Image Deblurring in the Presence of Impulsive Noise,
IJCV(70), No. 3, December 2006, pp. 279-298.
WWW Version. 0608 BibRef
Earlier: A1, A3, A2:
Image Deblurring in the Presence of Salt-and-Pepper Noise,
ScaleSpace05(107-118).
WWW Version. 0505 BibRef

Bar, L.[Leah], Brook, A.[Alexander], Sochen, N.A.[Nir A.], Kiryati, N.[Nahum],
Deblurring of Color Images Corrupted by Impulsive Noise,
IP(16), No. 4, April 2007, pp. 1101-1111.
WWW Version. 0704 BibRef

Krishnan, D., Lin, P., Yip, A.M.,
A Primal-Dual Active-Set Method for Non-Negativity Constrained Total Variation Deblurring Problems,
IP(16), No. 11, November 2007, pp. 2766-2777.
WWW Version. 0709 BibRef

Money, J.H.[James H.], Kang, S.H.[Sung Ha],
Total variation minimizing blind deconvolution with shock filter reference,
IVC(26), No. 2, 1 February 2008, pp. 302-314.
WWW Version. 0711Image deblurring; Blind deconvolution; Total variation; Variational method; L1 norm; L2 norm BibRef

van Zyl Marais, I.[Izak], Steyn, W.H.[Willem Herman],
Robust defocus blur identification in the context of blind image quality assessment,
SP:IC(22), No. 10, November 2007, pp. 833-844.
WWW Version. 0711Quality estimation; Blind deconvolution; Blur estimation BibRef

Loog, M.[Marco], Lauze, F.[François],
Blur Invariant Image Priors,
SSVM07(665-674).
WWW Version. 0705 BibRef

Agrawal, A.[Amit], Raskar, R.[Ramesh],
Resolving Objects at Higher Resolution from a Single Motion-blurred Image,
CVPR07(1-8).
WWW Version. 0706 BibRef

Raich, R., Hero, A.O.,
Sparse Image Reconstruction for Partially known Blur Functions,
ICIP06(637-640). 0610
WWW Version. BibRef

Hu, H., de Haan, G.,
Low Cost Robust Blur Estimator,
ICIP06(617-620). 0610
WWW Version. BibRef

Brown, M.S.[Michael S.], Song, P.[Peng], Cham, T.J.[Tat-Jen],
Image Pre-Conditioning for Out-of-Focus Projector Blur,
CVPR06(II: 1956-1963).
WWW Version. 0606 BibRef

Jeffs, B.D.[Brian D.], Pun, W.H.[Wai Ho],
Simple Shape Parameter Estimation from Blurred Observations for a Generalized Gaussian MRF Image Prior Used in MAP Image Restoration,
ICIP96(II: 465-468).
WWW Version. BibRef 9600

Bhutta, A.A.[Adeel A.], Foroosh, H.[Hassan],
Blind Blur Estimation Using Low Rank Approximation of Cepstrum,
ICIAR06(I: 94-103).
WWW Version. 0610 BibRef

Suresh, K.V., Rajagopalan, A.N.,
Super-resolution in the presence of space-variant blur,
ICPR06(III: 770-773).
WWW Version. 0609 BibRef

Li, D.L.[Da-Long], Mersereau, R.M., Simske, S.,
Blur Identification Based on Kurtosis Minimization,
ICIP05(I: 905-908).
WWW Version. 0512 BibRef

Welk, M.[Martin], Theis, D.[David], Weickert, J.[Joachim],
Variational Deblurring of Images with Uncertain and Spatially Variant Blurs,
DAGM05(485).
WWW Version. 0509 BibRef

Namboodiri, V.P.[Vinay P.], Chaudhuri, S.[Subhasis],
Shock Filters Based on Implicit Cluster Separation,
CVPR05(I: 82-87).
WWW Version. 0507Deblurring an image. BibRef

Tianxu, Z.[Zhang], Jin, L.[Liu],
Blurred image recognition based on complex moment invariants,
ICIP04(III: 2131-2134).
WWW Version. 0505 BibRef

Buzzi, J., Guichard, F.,
Uniqueness of blur measure,
ICIP04(V: 2985-2988).
WWW Version.
Postscript Version. 0505 BibRef

Shih, S.W.[Sheng-Wen], Kao, P.S.[Po-Shan], Guo, W.S.[Wei-Shin],
An error bound of relative image blur analysis,
ICPR04(IV: 100-103).
WWW Version. 0409 BibRef

Komatsu, T., Saito, T.,
Super-Resolution Sharpening-Demosaicking Method for Removing Image Blurs Caused by An Optical Low-Pass Filter,
ICIP05(I: 845-848).
WWW Version. 0512 BibRef
Earlier:
Sharpening-demosaicking method for removal of image blurs caused by an optical low-pass filter,
ICIP04(II: 1237-1240).
WWW Version. 0505 BibRef

Zakharov, I., Dovnar, D., Lebedinsky, Y.,
Super-resolution image restoration from several blurred images formed in various conditions,
ICIP03(II: 315-318).
IEEE Abstract. IEEE Top Reference. 0312 BibRef

Gerace, I., Pandolfi, R., Pucci, P.,
A new estimation of blur in the blind restoration problem,
ICIP03(I: 261-264).
IEEE Abstract. IEEE Top Reference. 0312 BibRef

Vozel, B., Chehdi, K., Carton-Vandecandelaere, M.P.,
A Blind Restoration System of Blurred and Noisy Numerical Images,
ICIP00(Vol I: 105-108).
IEEE Abstract. IEEE Top Reference. 0008 BibRef

Hare, J., Reilly, J.,
The Iterative Deconvolution of Linearly Blurred Images Using Non-parametric Stabilizing Functions,
ICIP00(Vol III: 770-773).
IEEE Abstract. IEEE Top Reference. 0008 BibRef

Schechner, Y.Y.[Yoav Y.], Kiryati, N.[Nahum], Shamir, J.[Joseph],
Blind Recovery of Transparent and Semireflected Scenes,
CVPR00(I: 38-43).
IEEE Abstract. IEEE Top Reference.
WWW Version. 0005 BibRef

Vogel, C.R.[Curt R.],
Negative Results for Multilevel Preconditioners in Image Deblurring,
ScaleSpace99(489-494). BibRef 9900

Mayntz, C.[Claudia], Aach, T.[Til], Kunz, D.[Dietmar],
Blur Identification Using a Spectral Inertia Tensor and Spectral Zeros,
ICIP99(II:885-889).
IEEE Abstract. IEEE Top Reference. BibRef 9900

Marichal, X.[Xavier], Ma, W.Y.[Wei-Ying], Zhang, H.J.[Hong-Jiang],
Blur Determination in the Compressed Domain Using DCT Information,
ICIP99(II:386-390).
IEEE Abstract. IEEE Top Reference. BibRef 9900

Tramini, S., Antonini, M., Barlaud, M., Aubert, G.,
Optimal Joint Decoding/ Deblurring Method for Optical Images,
ICIP99(I:381-385).
IEEE Abstract. IEEE Top Reference. BibRef 9900

Chiang, M.C., Boult, T.E.,
Local Blur Estimation and Super Resolution,
CVPR97(821-826).
IEEE Abstract. IEEE Top Reference.
WWW Version. 9704Superresolution with different illumination. BibRef

Lee, S., Moon, N., and Lee, C.,
Recovery of Blurred Video Signals Using Iterative Image Restoration Combined with Motion Estimation,
ICIP97(I: 755-758).
WWW Version. BibRef 9700

You, X.[Xu], Crebbin, G.,
Image blur identification by using higher order statistic techniques,
ICIP96(III: 77-80).
WWW Version. BibRef 9600

Brette, S.[Stephane], Idier, J.,
Optimized single site update algorithms for image deblurring,
ICIP96(III: 65-68).
WWW Version. BibRef 9600

Kundur, D., Hatzinakos, D.[Dimitrios],
On the Global Asymptotic Stability of the NAS-RIF Algorithm for Blind Image Restoration,
ICIP96(III: 73-76).
WWW Version. BibRef 9600

d'Amore, L.[Luisa], Murli, A.,
FWT based preconditioners for image restoration problems,
ICIP96(III: 93-96).
WWW Version. BibRef 9600

Yamada, I.[Isao], Ogura, N.[Nobuhiko], Goto, A.[Akito], Sakaniwa, K.[Kohichi],
Constrained Parallel Projection Methods for Optimal Signal Estimation and Design: Constrained Inconsistent Signal Feasibility Problems,
ICIP96(III: 69-72).
WWW Version. 9610 BibRef

Zou, M.Y.[Mou-Yan], Unbehauen, R.[Rolf],
An Iterative Method of Blur Identification and Image Restoration,
ICIP96(I: 729-732).
WWW Version. BibRef 9600

Kurashov, V.[Vitalij], Kurashov, A.V.,
Reconstruction of Two-Dimensional Light Intensity Distribution from the Data of Photo-Count Experiments,
ICIP96(III: 555-558).
WWW Version. BibRef 9600

Chen, M.H., Pavlidis, T.,
Restoration of blurred bilevel signals by multiscaling with finite support filters,
ICPR92(III:632).
WWW Version. 9208 BibRef

Chapter on Motion Analysis --Low-Level, Image Level Analysis, Mosaic Generation, Super Resolution, Shape from Motion continues in
Super Resolution, Restoration, for Atmosphere Effects, Turbulence .