18.4.3.12 Deblurring, Gaussian Blur

Chapter Contents (Back)
Super Resolution. Deblurring. Blur. Gaussian Blur. Restoration. See also Super Resolution and Restoration from Blurred Images, Motion Blur.

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Earlier:
Gaussian Blur And The Heat Equation: Forward And Inverse Solutions,
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Earlier: A2, A3 only: First title, CVPR83(416-421). BibRef

Kimia, B.B., Zucker, S.W.,
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McGillUniversity, TR-85-14R, 1985. BibRef 8500

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Guan, L., Ward, R.K.,
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IEEE DOI 0402
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Reeves, S.J., Mersereau, R.M.,
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IP(1), No. 3, July 1992, pp. 301-311.
IEEE DOI 0402
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Chang, M.M., Tekalp, A.M., and Erdem, A.T.,
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Sezan, M.I., Pavlovic, G., Tekalp, A.M., Erdem, A.T.,
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Ward, R.K.,
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Vairy, M.[Madhu], Venkatesh, Y.V.,
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Koch, S., Kaufman, H., Biemond, J.,
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IEEE DOI 0402
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Russo, F., Ramponi, G.,
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IP(4), No. 8, August 1995, pp. 1169-1174.
IEEE DOI 0402
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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.
IEEE DOI 0402
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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.
IEEE DOI BibRef 9603
Earlier:
A simple algorithm for joint blur identification and image restoration,
ICIP94(III: 167-171).
IEEE DOI 9411
BibRef

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

Sapiro, G., Tannenbaum, A., You, Y.L.[Yu-Li], Kaveh, M.,
Experiments on geometric image enhancement,
ICIP94(II: 472-476).
IEEE DOI 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,
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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 Link. 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 Link. 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.
DOI Link 9705
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 DOI 9806
BibRef
Earlier:
Synchronous image restoration,
ECCV94(B:213-217).
Springer DOI 9405
Uses 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
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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.
IEEE DOI BibRef 9902
Earlier:
Efficient Algorithms for the Blind Recovery of Images Blurred by Multiple Filters,
ICIP96(III: 97-100).
IEEE DOI 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.
IEEE DOI 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.
IEEE DOI 0010
BibRef

Chantas, G., Galatsanos, N.P., Molina, R., Katsaggelos, A.K.,
Variational Bayesian Image Restoration With a Product of Spatially Weighted Total Variation Image Priors,
IP(19), No. 2, February 2010, pp. 351-362.
IEEE DOI 1002
BibRef

Saafin, W.[Wael], Vega, M.[Miguel], Molina, R.[Rafael], Katsaggelos, A.K.[Aggelos K.],
Image super-resolution from compressed sensing observations,
ICIP15(4268-4272)
IEEE DOI 1512
Super resolution BibRef

Villena, S.[Salvador], Vega, M.[Miguel], Molina, R.[Rafael], Katsaggelos, A.K.[Aggelos K.],
Parameter Estimation in Bayesian Super-Resolution Image Reconstruction from Low Resolution Rotated and Translated Images,
ACIVS09(188-199).
Springer DOI 0909
BibRef

Amro, I.[Israa], Mateos, J.[Javier], Vega, M.[Miguel],
Parameter estimation in Bayesian super-resolution pansharpening using contourlets,
ICIP11(1345-1348).
IEEE DOI 1201
BibRef
Earlier:
Bayesian super-resolution pansharpening using contourlets,
ICIP10(809-812).
IEEE DOI 1009
BibRef

Villena, S.[Salvador], Vega, M.[Miguel], Babacan, S.D.[S. Derin], Molina, R.[Rafael], Katsaggelos, A.K.[Aggelos K.],
Using the Kullback-Leibler divergence to combine image priors in Super-Resolution image reconstruction,
ICIP10(893-896).
IEEE DOI 1009
BibRef

Molina, R.[Rafael], Vega, M.[Miguel], Mateos, J., Katsaggelos, A.K.[Aggelos K.],
Parameter Estimation in Bayesian Reconstruction of Multispectral Images using Super Resolution Techniques,
ICIP06(1749-1752).
IEEE DOI 0610
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).
Springer DOI 0509
BibRef

Galatsanos, N.P., Molina, R., Mesarovic, V.Z.,
Two Bayesian image restoration algorithms from partially-known blurs,
ICIP98(II: 93-97).
IEEE DOI 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 Link. 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.
IEEE DOI 0011
BibRef
Earlier:
Blurs and perfect image restoration,
ICIP96(I: 717-720).
IEEE DOI 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.
IEEE DOI 0104
BibRef
Earlier:
Blur identification from vector quantizer encoder distortion,
ICIP98(III: 751-755).
IEEE DOI 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.
DOI Link See also Analysis and Extension of the Ponomarenko et al. Method, Estimating a Noise Curve from a Single Image. BibRef 9609

Immerkaer, J.,
Use of blur-space for deblurring and edge-preserving noise smoothing,
IP(10), No. 6, June 2001, pp. 837-840.
IEEE DOI 0106
Variance 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.
Elsevier DOI 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.
DOI Link 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 Link. 0209
BibRef

Liang, L.[Lei], Xu, Y.C.[Yuan-Chang],
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.
IEEE DOI 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.
IEEE DOI 0411
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Ng, M.K.[Michael K.], Sze, C.K., Yung, S.P.,
Wavelet algorithms for deblurring models,
IJIST(14), No. 3, 2004, pp. 113-121.
DOI Link 0408
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Katkovnik, V., Egiazarian, K.O., Astola, J.T.,
A spatially adaptive nonparametric regression image deblurring,
IP(14), No. 10, October 2005, pp. 1469-1478.
IEEE DOI 0510
See also Spatially adaptive color filter array interpolation for noiseless and noisy data. BibRef

Danielyan, A., Vehvilainen, M., Foi, A., Katkovnik, V., Egiazarian, K.O.,
Cross-color BM3D filtering of noisy raw data,
LNLA09(125-129).
IEEE DOI 0908
BibRef

Foi, A., Alenius, S., Trimeche, M., Katkovnik, V., Egiazarian, K.O.,
A Spatially Adaptive Poissonian Image Deblurring,
ICIP05(I: 925-928).
IEEE DOI 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).
IEEE DOI 0709
See also Nonlocal Transform-Domain Filter for Volumetric Data Denoising and Reconstruction. BibRef

Danielyan, A.[Aram], Katkovnik, V.[Vladimir], Egiazarian, K.O.[Karen O.],
BM3D Frames and Variational Image Deblurring,
IP(21), No. 4, April 2012, pp. 1715-1728.
IEEE DOI 1204
BibRef
Earlier: A2, A1, A3:
Decoupled inverse and denoising for image deblurring: Variational BM3D-frame technique,
ICIP11(3453-3456).
IEEE DOI 1201
BibRef

Katkovnik, V.[Vladimir], Egiazarian, K.O.[Karen O.],
Nonlocal image deblurring: Variational formulation with nonlocal collaborative L0-norm prior,
LNLA09(46-53).
IEEE DOI 0908
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.
Springer DOI 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 Link. 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).
IEEE DOI 9411
BibRef

Bose, N.K.,
Superresolution from image sequence,
AIPR03(81-86).
IEEE DOI 0310
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.
DOI Link 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.
Springer DOI 0608
BibRef
Earlier: A1, A3, A2:
Image Deblurring in the Presence of Salt-and-Pepper Noise,
ScaleSpace05(107-118).
Springer DOI 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.
IEEE DOI 0704
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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.
IEEE DOI 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 Link. 0711
Image deblurring; Blind deconvolution; Total variation; Variational method; L1 norm; L2 norm BibRef

Aubailly, M., Roggemann, M.C., Schulz, T.J.,
Approach for reconstructing anisoplanatic adaptive optics images,
AppOpt(46), 2007, pp. 6055-6063. 1511
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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 Link. 0711
Quality estimation; Blind deconvolution; Blur estimation BibRef

Yang, H., Gao, J., Wu, Z.,
Blur Identification and Image Super-Resolution Reconstruction Using an Approach Similar to Variable Projection,
SPLetters(15), No. 1, 2008, pp. 289-292.
IEEE DOI 0803
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Popkin, T.[Timothy], Cavallaro, A.[Andrea], Hands, D.[David],
Accurate and Efficient Method for Smoothly Space-Variant Gaussian Blurring,
IP(19), No. 5, May 2010, pp. 1362-1370.
IEEE DOI 1004
BibRef
And:
Efficient depth blurring with occlusion handling,
ICIP11(2585-2588).
IEEE DOI 1201
BibRef

Popkin, T.[Timothy], Cavallaro, A.[Andrea], Hands, D.[David],
Image Coding Using Depth Blurring for Aesthetically Acceptable Distortion,
IP(20), No. 11, November 2011, pp. 3039-3050.
IEEE DOI 1110
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Lou, Y.F.[Yi-Fei], Bertozzi, A.L.[Andrea L.], Soatto, S.[Stefano],
Direct Sparse Deblurring,
JMIV(39), No. 1, January 2011, pp. 1-12.
WWW Link. 1101
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Jung, M.Y.[Mi-Youn], Bresson, X.[Xavier], Chan, T.F.[Tony F.], Vese, L.A.[Luminita A.],
Nonlocal Mumford-Shah Regularizers for Color Image Restoration,
IP(20), No. 6, June 2011, pp. 1583-1598.
IEEE DOI 1106
BibRef
Earlier:
Color Image Restoration Using Nonlocal Mumford-Shah Regularizers,
EMMCVPR09(373-387).
Springer DOI 0908
BibRef

Jung, M.Y.[Mi-Youn], Vese, L.A.[Luminita A.],
Nonlocal Variational Image Deblurring Models in the Presence of Gaussian or Impulse Noise,
SSVM09(401-412).
Springer DOI 0906
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Park, H.[Hanhoon], Mitsumine, H.[Hideki], Fujii, M.[Mahito],
A Cost-Effective and Robust Edge-Based Blur Metric Based on Careful Computation of Edge Slope,
IEICE(E94-D), No. 9, September 2011, pp. 1834-1838.
WWW Link. 1110
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Xiang, S.M.[Shi-Ming], Meng, G.F.[Gao-Feng], Wang, Y.[Ying], Pan, C.H.[Chun-Hong], Zhang, C.S.[Chang-Shui],
Image deblurring with matrix regression and gradient evolution,
PR(45), No. 6, June 2012, pp. 2164-2179.
Elsevier DOI 1202
Image deblurring; Interactive deblurring; Matrix regression; Gradient evolution; Supervised learning See also Image Guided Tone Mapping with Locally Nonlinear Model. See also Efficient Image Dehazing with Boundary Constraint and Contextual Regularization. BibRef

Xiang, S.M.[Shi-Ming], Meng, G.F.[Gao-Feng], Wang, Y.[Ying], Pan, C.H.[Chun-Hong], Zhang, C.S.[Chang-Shui],
Image Deblurring with Coupled Dictionary Learning,
IJCV(114), No. 2-3, September 2015, pp. 248-271.
Springer DOI 1509
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Chen, D.Q.[Dai-Qiang], Zhang, H.[Hui], Cheng, L.Z.[Li-Zhi],
A Fast Fixed Point Algorithm for Total Variation Deblurring and Segmentation,
JMIV(43), No. 3, July 2012, pp. 167-179.
WWW Link. 1204
BibRef

Rostami, M., Michailovich, O.V., Wang, Z.,
Image Deblurring Using Derivative Compressed Sensing for Optical Imaging Application,
IP(21), No. 7, July 2012, pp. 3139-3149.
IEEE DOI 1206
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Li, W.[Wen], Zhang, J.[Jun], Dai, Q.H.[Qiong-Hai],
Robust blind motion deblurring using near-infrared flash image,
JVCIR(24), No. 8, 2013, pp. 1394-1413.
Elsevier DOI 1312
BibRef
Earlier:
Exploring aligned complementary image pair for blind motion deblurring,
CVPR11(273-280).
IEEE DOI 1106
Motion blur BibRef

Yue, T.[Tao], Suo, J.L.[Jin-Li], Ji, X.Y.[Xiang-Yang], Dai, Q.H.[Qiong-Hai],
Optical Computing System for Fast Non-uniform Image Deblurring,
CCD13(937-944)
IEEE DOI 1309
Non-uniform Deblurring;Optical Computing BibRef

Zhu, X.[Xiang], Cohen, S., Schiller, S., Milanfar, P.,
Estimating Spatially Varying Defocus Blur From A Single Image,
IP(22), No. 12, 2013, pp. 4879-4891.
IEEE DOI 1312
cameras BibRef

Ma, L., Yu, J., Zeng, T.,
Sparse Representation Prior and Total Variation-Based Image Deblurring under Impulse Noise,
SIIMS(6), No. 4, 2013, pp. 2258-2284.
DOI Link 1402
BibRef

Bini, A.A., Bhat, M.S.,
A nonlinear level set model for image deblurring and denoising,
VC(30), No. 3, March 2014, pp. 311-325.
WWW Link. 1403
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Bong, D.B.L.[David Boon Liang], Khoo, B.E.[Bee Ee],
Blind image blur assessment by using valid reblur range and histogram shape difference,
SP:IC(29), No. 6, 2014, pp. 699-710.
Elsevier DOI 1406
Blur metric BibRef

Yin, M.[Ming], Gao, J.B.[Jun-Bin], Tien, D.[David], Cai, S.[Shuting],
Blind image deblurring via coupled sparse representation,
JVCIR(25), No. 5, 2014, pp. 814-821.
Elsevier DOI 1406
Blind deblurring BibRef

Yin, M.[Ming], Gao, J.B.[Jun-Bin], Cai, S.[Shuting],
Image super-resolution via 2D tensor regression learning,
CVIU(132), No. 1, 2015, pp. 12-23.
Elsevier DOI 1502
Image super-resolution BibRef

Bong, D.B.L.[David B.L.], Khoo, B.E.[Bee Ee],
An Efficient and Training-Free Blind Image Blur Assessment in the Spatial Domain,
IEICE(E97-D), No. 7, July 2014, pp. 1864-1871.
WWW Link. 1407
BibRef

Zhang, H.C.[Hai-Chao], Wipf, D.[David], Zhang, Y.N.[Yan-Ning],
Multi-Observation Blind Deconvolution with an Adaptive Sparse Prior,
PAMI(36), No. 8, August 2014, pp. 1628-1643.
IEEE DOI 1407
BibRef
Earlier:
Multi-image Blind Deblurring Using a Coupled Adaptive Sparse Prior,
CVPR13(1051-1058)
IEEE DOI 1309
adaptive coupled sparsity Algorithm design and analysis BibRef

Li, H.S.[Hai-Sen], Zhang, Y.N.[Yan-Ning], Sun, J.Q.[Jin-Qiu], Gong, D.[Dong],
Joint Motion Deblurring with Blurred/Noisy Image Pair,
ICPR14(1020-1024)
IEEE DOI 1412
Cameras BibRef

Li, H.S.[Hai-Sen], Zhang, Y.N.[Yan-Ning], Zhang, H.C.[Hai-Chao], Zhu, Y.[Yu], Sun, J.Q.[Jin-Qiu],
Blind Image Deblurring Based on Sparse Prior of Dictionary Pair,
ICPR12(3054-3057).
WWW Link. 1302
BibRef

Cao, Z.P.[Zhi-Peng], Wei, Z.Z.[Zhen-Zhong], Zhang, G.J.[Guang-Jun],
A no-reference sharpness metric based on the notion of relative blur for Gaussian blurred image,
JVCIR(25), No. 7, 2014, pp. 1763-1773.
Elsevier DOI 1410
Sharpness metric BibRef

Sang, Q.B.[Qing-Bing], Qi, H.X.[Hui-Xin], Wu, X.J.[Xiao-Jun], Li, C.F.[Chao-Feng], Bovik, A.C.[Alan C.],
No-reference image blur index based on singular value curve,
JVCIR(25), No. 7, 2014, pp. 1625-1630.
Elsevier DOI 1410
No-reference blur index BibRef

Yu, X.[Xin], Xu, F.[Feng], Zhang, S.[Shunli], Zhang, L.[Li],
Efficient Patch-Wise Non-Uniform Deblurring for a Single Image,
MultMed(16), No. 6, October 2014, pp. 1510-1524.
IEEE DOI 1410
image restoration BibRef

Nasonova, A., Krylov, A.,
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SPLetters(22), No. 4, April 2015, pp. 417-420.
IEEE DOI 1411
edge detection BibRef

Klapp, I.[Iftach], Sochen, N.A.[Nir A.], Mendlovic, D.[David],
Blurred and noisy image pairs in parallel optics,
JOSA-A(31), No. 11, November 2014, pp. 2529-2537.
DOI Link 1411
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Earlier:
Deblurring Space-Variant Blur by Adding Noisy Image,
SSVM11(157-168).
Springer DOI 1201
Spatial filtering BibRef

Sochen, N.A.[Nir A.], Bar, L.[Leah],
The Beltrami-Mumford-Shah Functional,
SSVM11(183-193).
Springer DOI 1201
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Liu, G.C.[Guang-Can], Chang, S.[Shiyu], Ma, Y.[Yi],
Blind Image Deblurring Using Spectral Properties of Convolution Operators,
IP(23), No. 12, December 2014, pp. 5047-5056.
IEEE DOI 1412
convex programming BibRef

Xue, F.[Feng], Blu, T.,
A Novel SURE-Based Criterion for Parametric PSF Estimation,
IP(24), No. 2, February 2015, pp. 595-607.
IEEE DOI 1502
deconvolution BibRef

Xue, F.[Feng], Liu, J.[Jiaqi], Li, Z.F.[Zhi-Feng], Liu, S.D.[Sheng-Dong], Meng, G.[Gang], Zhang, L.[Li],
Mallows' statistics CL: A novel criterion for parametric PSF estimation,
JVCIR(33), No. 1, 2015, pp. 115-122.
Elsevier DOI 1512
Blind deconvolution BibRef

Zhang, X.[Xin], Sun, F.C.[Fu-Chun], Liu, G.C.[Guang-Can], Ma, Y.[Yi],
Non-blind deblurring of structured images with geometric deformation,
VC(31), No. 2, February 2015, pp. 131-140.
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Park, H.[Hanhoon],
No-Reference Blur Strength Estimation Based on Spectral Analysis of Blurred Images,
IEICE(E98-D), No. 3, March 2015, pp. 728-732.
WWW Link. 1504
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Cao, Z.P.[Zhi-Peng], Wei, Z.Z.[Zhen-Zhong], Zhang, G.J.[Guang-Jun],
Robust deblurring based on prediction of informative structure,
IET-IPR(9), No. 9, 2015, pp. 827-835.
DOI Link 1509
Gaussian processes BibRef

Chen, S.J.[Shu-Jie], Shen, H.L.[Hui-Liang],
Multispectral Image Out-of-Focus Deblurring Using Interchannel Correlation,
IP(24), No. 11, November 2015, pp. 4433-4445.
IEEE DOI 1509
Gaussian processes BibRef

Nemeth, J.[Jozsef],
Discrete Tomography with Unknown Intensity Levels Using Higher-Order Statistics,
JMIV(53), No. 3, November 2015, pp. 314-331.
WWW Link. 1511
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Nemeth, J.[Jozsef], Balazs, P.[Peter],
Restoration of Blurred Binary Images Using Discrete Tomography,
ACIVS13(80-90).
Springer DOI 1311
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La Camera, A.[Andrea], Schreiber, L.[Laura],
Deblurring of post-adaptive optics images,
SPIE(Newsroom), September 16, 2015
DOI Link 1511
The novel and freely available Patch software package can be used to deconvolve images that have spatially variable point spread functions. For astronomy. BibRef

Denis, L.[Loïc], Thiébaut, E.[Eric], Soulez, F.[Ferréol], Becker, J.M.[Jean-Marie], Mourya, R.[Rahul],
Fast Approximations of Shift-Variant Blur,
IJCV(115), No. 3, December 2015, pp. 253-278.
Springer DOI 1512
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Liu, H.[Hong], Liu, B.[Ben_Yong],
Blind Image Deblurring Using Weighted Sum of Gaussian Kernels for Point Spread Function Estimation,
IEICE(E98-D), No. 11, November 2015, pp. 2026-2029.
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Yousaf, S., Qin, S.[Shiyin],
Closed-Loop Restoration Approach to Blurry Images Based on Machine Learning and Feedback Optimization,
IP(24), No. 12, December 2015, pp. 5928-5941.
IEEE DOI 1512
Kalman filters BibRef

Zhou, X.[Xu], Mateos, J., Zhou, F.[Fugen], Molina, R., Katsaggelos, A.K.,
Variational Dirichlet Blur Kernel Estimation,
IP(24), No. 12, December 2015, pp. 5127-5139.
IEEE DOI 1512
approximation theory BibRef

Kerouh, F.[Fatma], Serir, A.[Amina],
Wavelet-based blind blur reduction,
SIViP(9), No. 7, October 2015, pp. 1587-1599.
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Mateos, J., López, A., Vega, M., Molina, R., Katsaggelos, A.K.,
Multiframe blind deconvolution of passive millimeter wave images using variational dirichlet blur kernel estimation,
ICIP16(2678-2682)
IEEE DOI 1610
Deconvolution BibRef

Li, L., Lin, W., Wang, X., Yang, G., Bahrami, K., Kot, A.C.,
No-Reference Image Blur Assessment Based on Discrete Orthogonal Moments,
Cyber(46), No. 1, January 2016, pp. 39-50.
IEEE DOI 1601
Image edge detection BibRef

Flusser, J.[Jan], Farokhi, S.[Sajad], Höschl, IV, C.[Cyril], Suk, T.[Tomáš], Zitova, B., Pedone, M.,
Recognition of Images Degraded by Gaussian Blur,
IP(25), No. 2, February 2016, pp. 790-806.
IEEE DOI 1601
BibRef
Earlier: A1, A4, A2, A3, Only: CAIP15(I:88-99).
Springer DOI 1511
Character recognition BibRef

Sroubek, F.[Filip], Kamenicky, J., Lu, Y.M.,
Decomposition of Space-Variant Blur in Image Deconvolution,
SPLetters(23), No. 3, March 2016, pp. 346-350.
IEEE DOI 1603
convolution BibRef

Perrone, D.[Daniele], Favaro, P.[Paolo],
A Logarithmic Image Prior for Blind Deconvolution,
IJCV(117), No. 2, April 2016, pp. 159-172.
Springer DOI 1604
BibRef
Earlier:
Total Variation Blind Deconvolution: The Devil Is in the Details,
CVPR14(2909-2916)
IEEE DOI 1409
Deconvolution. MAP BibRef

Perrone, D.[Daniele], Favaro, P.[Paolo],
A Clearer Picture of Total Variation Blind Deconvolution,
PAMI(38), No. 6, June 2016, pp. 1041-1055.
IEEE DOI 1605
Algorithm design and analysis BibRef

Chandramouli, P.[Paramanand], Noroozi, M.[Mehdi], Favaro, P.[Paolo],
ConvNet-Based Depth Estimation, Reflection Separation and Deblurring of Plenoptic Images,
ACCV16(III: 129-144).
Springer DOI 1704
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Jin, H.L.[Hai-Lin], Chandramouli, P., Favaro, P.[Paolo],
Bilayer Blind Deconvolution with the Light Field Camera,
IR15(208-216)
IEEE DOI 1602
Cameras BibRef

Perrone, D.[Daniele], Diethelm, R.[Remo], Favaro, P.[Paolo],
Blind Deconvolution via Lower-Bounded Logarithmic Image Priors,
EMMCVPR15(112-125).
Springer DOI 1504
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Perrone, D.[Daniele], Ravichandran, A.[Avinash], Vidal, R.[René], Favaro, P.[Paolo],
Image Priors for Image Deblurring with Uncertain Blur,
BMVC12(114).
DOI Link 1301
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Jang, J., Yun, J.D., Yang, S.,
Modeling Non-Stationary Asymmetric Lens Blur by Normal Sinh-Arcsinh Model,
IP(25), No. 5, May 2016, pp. 2184-2195.
IEEE DOI 1604
cameras BibRef

Ren, W.[Wenqi], Cao, X.C.[Xiao-Chun], Pan, J.S.[Jin-Shan], Guo, X.J.[Xiao-Jie], Zuo, W.M.[Wang-Meng], Yang, M.H.[Ming-Hsuan],
Image Deblurring via Enhanced Low-Rank Prior,
IP(25), No. 7, July 2016, pp. 3426-3437.
IEEE DOI 1606
Approximation algorithms BibRef

Ospina-Borras, J.E., Restrepo, H.D.B.[Hernan Darío Benítez],
Non-reference assessment of sharpness in blur/noise degraded images,
JVCIR(39), No. 1, 2016, pp. 142-151.
Elsevier DOI 1608
Singular value decomposition BibRef

Chang, C.H.[Chih-Hsiang], Kehtarnavaz, N.[Nasser],
Computationally efficient image deblurring using low rank image approximation and its GPU implementation,
RealTimeIP(12), No. 3, October 2016, pp. 567-573.
WWW Link. 1610
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Pang, Y., Zhu, H., Li, X., Li, X.,
Classifying Discriminative Features for Blur Detection,
Cyber(46), No. 10, October 2016, pp. 2220-2227.
IEEE DOI 1610
feature extraction BibRef

Li, L.[Leida], Yan, Y.[Ya], Fang, Y.M.[Yu-Ming], Wang, S.[Shiqi], Tang, L.[Lu], Qian, J.S.[Jian-Sheng],
Perceptual quality evaluation for image defocus deblurring,
SP:IC(48), No. 1, 2016, pp. 81-91.
Elsevier DOI 1609
Image quality assessment BibRef

Tang, C.[Chang], Wu, J.[Jin], Hou, Y.H.[Yong-Hong], Wang, P.C.[Pi-Chao], Li, W.Q.[Wan-Qing],
A Spectral and Spatial Approach of Coarse-to-Fine Blurred Image Region Detection,
SPLetters(23), No. 11, November 2016, pp. 1652-1656.
IEEE DOI 1609
image motion analysis BibRef

Lai, W.S., Huang, J.B., Hu, Z., Ahuja, N., Yang, M.H.,
A Comparative Study for Single Image Blind Deblurring,
CVPR16(1701-1709)
IEEE DOI 1612
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Xie, Z.P.[Zhi-Peng],
A primal-dual method with linear mapping for a saddle point problem in image deblurring,
JVCIR(42), No. 1, 2017, pp. 112-120.
Elsevier DOI 1701
Total variational image deblurring BibRef

Cho, S.[Sunghyun], Wang, J.[Jue], Lee, S.[Seungyong],
Video deblurring for hand-held cameras using patch-based synthesis,
TOG(31), 2012, pp. 64:1-64:9
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Yue, T.[Tao], Cho, S.[Sunghyun], Wang, J.[Jue], Dai, Q.H.[Qiong-Hai],
Hybrid Image Deblurring by Fusing Edge and Power Spectrum Information,
ECCV14(VII: 79-93).
Springer DOI 1408
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Pergoloni, S.[Stefano], Biagi, M.[Mauro], Colonnese, S.[Stefania], Cusani, R.[Roberto], Scarano, G.[Gaetano],
Camera communication deblurring: A semiblind spatial fractionally-spaced adaptive equalizer with flexible filter support design,
IPTA16(1-6)
IEEE DOI 1703
FIR filters BibRef

Wang, H.Y.[Hong-Yan], Pan, J.S.[Jin-Shan], Su, Z.X.[Zhi-Xun], Liang, S.X.[Song-Xin],
Blind Image Deblurring Using Elastic-Net Based Rank Prior,
NTIRE16(I: 3-17).
Springer DOI 1704
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Pan, J.S., Sun, D., Pfister, H., Yang, M.H.,
Blind Image Deblurring Using Dark Channel Prior,
CVPR16(1628-1636)
IEEE DOI 1612
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Gu, H., Joel, L., Fabio, A., Pan, C., Poggio, T.,
Invariant representation for blur and down-sampling transformations,
ICIP16(3593-3597)
IEEE DOI 1610
Databases BibRef

Zhu, T., Karam, L.J.,
Efficient perceptual-based spatially varying out-of-focus blur detection,
ICIP16(2673-2677)
IEEE DOI 1610
Databases BibRef

Fang, S., Liu, Y.D., Cao, Y.,
Blur kernel estimation using blurry structure,
ICIP16(2703-2707)
IEEE DOI 1610
Computer vision BibRef

Lee, C.C., Hwang, W.L.,
Sparse representation of a blur kernel for out-of-focus blind image restoration,
ICIP16(2698-2702)
IEEE DOI 1610
Convolution BibRef

Anwar, S., Huynh, C.P., Porikli, F.,
Class-Specific Image Deblurring,
ICCV15(495-503)
IEEE DOI 1602
Band-pass filters BibRef

Wong, J.S.M.[Jessica Soo Mee], Chan, C.S.[Chee Seng],
Restoration of Blurred-Noisy Images Through the Concept of Bilevel Programming,
ISVC15(II: 776-786).
Springer DOI 1601
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Zhu, M.[Mengyu], Cao, Z.G.[Zhi-Guo], Xiao, Y.[Yang], Xie, X.K.[Xiao-Kang],
Beyond local phase quantization: Mid-level blurred image representation using fisher vector,
ICIP15(1890-1894)
IEEE DOI 1512
Blurred image recognition; fisher vector; local phase quantization BibRef

Kotera, J.[Jan], Zitova, B.[Barbara], Sroubek, F.[Filip],
PSF accuracy measure for evaluation of blur estimation algorithms,
ICIP15(2080-2084)
IEEE DOI 1512
PSF comparison BibRef

Xie, X.K.[Xiao-Kang], Cao, Z.G.[Zhi-Guo], Xiao, Y.[Yang], Zhu, M.[Mengyu], Lu, H.[Hao],
Blurred image recognition using domain adaptation,
ICIP15(532-536)
IEEE DOI 1512
Blurred image recognition BibRef

Lai, W.S.[Wei-Sheng], Ding, J.J.[Jian-Jiun], Lin, Y.Y.[Yen-Yu], Chuang, Y.Y.[Yung-Yu],
Blur kernel estimation using normalized color-line priors,
CVPR15(64-72)
IEEE DOI 1510
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Mai, L.[Long], Liu, F.[Feng],
Kernel fusion for better image deblurring,
CVPR15(371-380)
IEEE DOI 1510
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Chabardès, T.[Théodore], Marcotegui, B.[Beatriz],
Local Blur Estimation Based on Toggle Mapping,
ISMM15(146-156).
Springer DOI 1506
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Ferris, M.H., Blasen, E., McLaughlin, M.,
Extension of no-reference deblurring methods through image fusion,
AIPR14(1-6)
IEEE DOI 1504
deconvolution BibRef

McLaughlin, M.J., Lin, E.U.[En-Ui], Blasch, E., Bubalo, A., Cornacchia, M., Alford, M., Thomas, M.,
Multi-resolution deblurring,
AIPR14(1-6)
IEEE DOI 1504
cameras BibRef

Barsky, B.A.[Brian A.], Huang, F.C.[Fu-Chung], Lanman, D.[Douglas], Wetzstein, G.[Gordon], Raskar, R.[Ramesh],
Vision Correcting Displays Based on Inverse Blurring and Aberration Compensation,
ACVR14(524-538).
Springer DOI 1504
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Schelten, K.[Kevin], Roth, S.[Stefan],
Localized Image Blur Removal through Non-parametric Kernel Estimation,
ICPR14(702-707)
IEEE DOI 1412
Bayes methods BibRef

Sieberth, T., Wackrow, R., Chandler, J.H.,
Influence of blur on feature matching and a geometric approach for photogrammetric deblurring,
PCV14(321-326).
DOI Link 1404
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Bajic, B.[Buda], Lindblad, J.[Joakim], Sladoje, N.[Nataša],
An Evaluation of Potential Functions for Regularized Image Deblurring,
ICIAR14(I: 150-158).
Springer DOI 1410
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Michaeli, T.[Tomer], Irani, M.[Michal],
Blind Deblurring Using Internal Patch Recurrence,
ECCV14(III: 783-798).
Springer DOI 1408
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Zhou, Y.[Yipin], Komodakis, N.[Nikos],
A MAP-Estimation Framework for Blind Deblurring Using High-Level Edge Priors,
ECCV14(II: 142-157).
Springer DOI 1408
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Fraser, K.[Kathleen], Arnold, D.V.[Dirk V.], Dellaire, G.[Graham],
Projected Barzilai-Borwein Method with Infeasible Iterates for Nonnegative Least-Squares Image Deblurring,
CRV14(189-194)
IEEE DOI 1406
Biomedical imaging BibRef

Zhang, Y.[Yi], Hirakawa, K.[Keigo],
Blur Processing Using Double Discrete Wavelet Transform,
CVPR13(1091-1098)
IEEE DOI 1309
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Zheng, S.C.[Shi-Cheng], Xu, L.[Li], Jia, J.Y.[Jia-Ya],
Forward Motion Deblurring,
ICCV13(1465-1472)
IEEE DOI 1403
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Earlier: A2, A1, A3:
Unnatural L0 Sparse Representation for Natural Image Deblurring,
CVPR13(1107-1114)
IEEE DOI 1309
Deblurring; Forward Motion; Homography; Normal BibRef

Hu, Z.[Zhe], Yang, M.H.[Ming-Hsuan],
Fast Non-uniform Deblurring using Constrained Camera Pose Subspace,
BMVC12(136).
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Goldstein, A.[Amit], Fattal, R.[Raanan],
Blur-Kernel Estimation from Spectral Irregularities,
ECCV12(V: 622-635).
Springer DOI 1210
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Baveye, Y.[Yoann], Urban, F.[Fabrice], Chamaret, C.[Christel],
Image and Video Saliency Models Improvement by Blur Identification,
ICCVG12(280-287).
Springer DOI 1210
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Kee, E., Paris, S., Chen, S., Wang, J.[Jue],
Modeling and removing spatially-varying optical blur,
ICCP11(1-8).
IEEE DOI 1208
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Mobahi, H.[Hossein], Zitnick, C.L.[C. Lawrence], Ma, Y.[Yi],
Seeing through the blur,
CVPR12(1736-1743).
IEEE DOI 1208
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Firouzmanesh, A.[Amirhossein], Boulanger, P.[Pierre],
Image De-blurring Using Shearlets,
CRV12(167-173).
IEEE DOI 1207
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Loktyushin, A.[Alexander], Harmeling, S.[Stefan],
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ICIP11(3445-3448).
IEEE DOI 1201
Blurred foreground. BibRef

Khan, R.A.[Rizwan Ahmed], Dinet, E.[Eric], Konik, H.[Hubert],
Visual attention: Effects of blur,
ICIP11(3289-3292).
IEEE DOI 1201
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Earlier: A1, A3, A2:
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IVCNZ10(1-7).
IEEE DOI 1203
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Chan, S.H.[Stanley H.], Nguyen, T.Q.[Truong Q.],
Single image spatially variant out-of-focus blur removal,
ICIP11(677-680).
IEEE DOI 1201
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Trouve, P., Champagnat, F., Le Besnerais, G., Idier, J.,
Single image local blur identification,
ICIP11(613-616).
IEEE DOI 1201
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Lefkimmiatis, S.[Stamatios], Unser, M.[Michael],
A projected gradient algorithm for image restoration under Hessian matrix-norm regularization,
ICIP12(3029-3032).
IEEE DOI 1302
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Dogan, Z.[Zafer], Lefkimmiatis, S.[Stamatios], Bourquard, A.[Aurelien], Unser, M.[Michael],
A second-order extension of TV regularization for image deblurring,
ICIP11(705-708).
IEEE DOI 1201
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Schmidt, U.[Uwe], Schelten, K.[Kevin], Roth, S.[Stefan],
Bayesian deblurring with integrated noise estimation,
CVPR11(2625-2632).
IEEE DOI 1106
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Soleimani, S.[Seyfollah], Rooms, F.[Filip], Philips, W.[Wilfried], Tessens, L.[Linda],
Image fusion using blur estimation,
ICIP10(4397-4400).
IEEE DOI 1009
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Hu, Z.[Zhe], Huang, J.B.[Jia-Bin], Yang, M.H.[Ming-Hsuan],
Single image deblurring with adaptive dictionary learning,
ICIP10(1169-1172).
IEEE DOI 1009
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Almansa, A.[Andrés], Caron, J., Durand, S.[Sylvain],
Deblurring of irregularly sampled images by TV regularization in a spline space,
ICIP10(1181-1184).
IEEE DOI 1009
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Hong, H.[Hanyu], Park, I.K.[In Kyu],
Single image motion deblurring using anisotropic regularization,
ICIP10(1149-1152).
IEEE DOI 1009
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Wang, L.[Liang], Luo, S.W.[Si-Wei], Wang, Z.[Zhe],
Image deblur with regularized backward heat diffusion,
ICIP10(1141-1144).
IEEE DOI 1009
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Jang, K.E.[Kwang Eun], Yang, H.W.[Hee Won], Ye, J.C.[Jong Chul],
Single channel 2-D and 3-D blind image deconvolution for circularly symmetric fir blurs,
ICIP09(1313-1316).
IEEE DOI 0911
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Tico, M.[Marius], Pulli, K.A.[Kari A.],
Image enhancement method via blur and noisy image fusion,
ICIP09(1521-1524).
IEEE DOI 0911
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Jung, M.Y.[Mi-Youn], Marquina, A.[Antonio], Vese, L.A.[Luminita A.],
Multiframe image restoration in the presence of noisy blur kernel,
ICIP09(1529-1532).
IEEE DOI 0911
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Xiong, R.Q.[Rui-Qin], Ding, W.P.[Wen-Peng], Ma, S.W.[Si-Wei], Gao, W.[Wen],
A new image deblurring algorithm with less ringing artifacts via error variance estimation and soft decision,
ICIP11(701-704).
IEEE DOI 1201
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Liang, L.[Luhong], Chen, J.H.[Jian-Hua], Ma, S.W.[Si-Wei], Zhao, D.B.[De-Bin], Gao, W.[Wen],
A no-reference perceptual blur metric using histogram of gradient profile sharpness,
ICIP09(4369-4372).
IEEE DOI 0911
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Namboodiri, V.P.[Vinay P.], Chaudhuri, S.[Subhasis],
Image Restoration using Geometrically Stabilized Reverse Heat Equation,
ICIP07(IV: 413-416).
IEEE DOI 0709
Restoration of blurred images. BibRef

Loog, M.[Marco], Lauze, F.[François],
Blur Invariant Image Priors,
SSVM07(665-674).
Springer DOI 0705
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Mohan, A.[Ankit], Huang, X.[Xiang], Tumblin, J.[Jack], Raskar, R.[Ramesh],
Sensing increased image resolution using aperture masks,
CVPR08(1-8).
IEEE DOI 0806
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Agrawal, A.[Amit], Raskar, R.[Ramesh],
Resolving Objects at Higher Resolution from a Single Motion-blurred Image,
CVPR07(1-8).
IEEE DOI 0706
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Hu, H., de Haan, G.,
Low Cost Robust Blur Estimator,
ICIP06(617-620).
IEEE DOI 0610
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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).
IEEE DOI 0606
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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).
IEEE DOI BibRef 9600

Bhutta, A.A.[Adeel A.], Foroosh, H.[Hassan],
Blind Blur Estimation Using Low Rank Approximation of Cepstrum,
ICIAR06(I: 94-103).
Springer DOI 0610
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Suresh, K.V., Rajagopalan, A.N.,
Super-resolution in the presence of space-variant blur,
ICPR06(III: 770-773).
IEEE DOI 0609
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Li, D.L.[Da-Long], Mersereau, R.M., Simske, S.,
Blur Identification Based on Kurtosis Minimization,
ICIP05(I: 905-908).
IEEE DOI 0512
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Welk, M.[Martin], Theis, D.[David], Weickert, J.[Joachim],
Variational Deblurring of Images with Uncertain and Spatially Variant Blurs,
DAGM05(485).
Springer DOI 0509
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Namboodiri, V.P.[Vinay P.], Chaudhuri, S.[Subhasis],
Shock Filters Based on Implicit Cluster Separation,
CVPR05(I: 82-87).
IEEE DOI 0507
Deblurring an image. BibRef

Tianxu, Z.[Zhang], Jin, L.[Liu],
Blurred image recognition based on complex moment invariants,
ICIP04(III: 2131-2134).
IEEE DOI 0505
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Buzzi, J., Guichard, F.,
Uniqueness of blur measure,
ICIP04(V: 2985-2988).
IEEE DOI
PS File. 0505
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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).
IEEE DOI 0409
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Komatsu, T., Saito, T.,
Super-Resolution Sharpening-Demosaicking Method for Removing Image Blurs Caused by An Optical Low-Pass Filter,
ICIP05(I: 845-848).
IEEE DOI 0512
BibRef
Earlier:
Sharpening-demosaicking method for removal of image blurs caused by an optical low-pass filter,
ICIP04(II: 1237-1240).
IEEE DOI 0505
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Zakharov, I., Dovnar, D., Lebedinsky, Y.,
Super-resolution image restoration from several blurred images formed in various conditions,
ICIP03(II: 315-318).
IEEE DOI 0312
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Gerace, I., Pandolfi, R., Pucci, P.,
A new estimation of blur in the blind restoration problem,
ICIP03(I: 261-264).
IEEE DOI 0312
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Rahmani, P.[Pejman], Vozel, B.[Benoît], Chehdi, K.[Kacem],
Sequential Blind PSF Estimation and Restoration of Aerial Multispectral Images,
ACIVS08(xx-yy).
Springer DOI 0810
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Vozel, B.[Benoît], Chehdi, K.[Kacem], Carton-Vandecandelaere, M.P.,
A Blind Restoration System of Blurred and Noisy Numerical Images,
ICIP00(Vol I: 105-108).
IEEE DOI 0008
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Hare, J., Reilly, J.,
The Iterative Deconvolution of Linearly Blurred Images Using Non-parametric Stabilizing Functions,
ICIP00(Vol III: 770-773).
IEEE DOI 0008
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Schechner, Y.Y.[Yoav Y.], Kiryati, N.[Nahum], Shamir, J.[Joseph],
Blind Recovery of Transparent and Semireflected Scenes,
CVPR00(I: 38-43).
IEEE DOI 0005
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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 DOI 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 DOI BibRef 9900

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

Chiang, M.C., Boult, T.E.,
Local Blur Estimation and Super Resolution,
CVPR97(821-826).
IEEE DOI 9704
Superresolution 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).
IEEE DOI BibRef 9700

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

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

d'Amore, L.[Luisa], Murli, A.,
FWT based preconditioners for image restoration problems,
ICIP96(III: 93-96).
IEEE DOI 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).
IEEE DOI 9610
BibRef

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

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


Last update:Jul 15, 2017 at 20:56:55