18.4.3.5 Super Resolution and Restoration from Blurred Images, Motion Blur

Trott, T.,
The Effect of Motion of Resolution,
PhEng(26), 1960, pp. 819-827. BibRef 6000

Slepian, D.,
Restoration of Photographs Blurred by Image Motion,
Bell System Tech.(46), No. 10, December 1967, pp. 2353-2362. BibRef 6712

Stroke, G.W., Furrer, F., Lamberty, D.R.,
Deblurring of Motion-Blurred Photographs Using Extended-Range Holographic Fourier-Transform Division,
OptComm(1), No. 3, July/August 1969, pp. 141-145. BibRef 6907

Sawchuk, A.A.,
Space-Variant Image Motion Degradation and Restoration,
PIEEE(60), No. 7, July 1972, pp. 854-861. BibRef 7207
And: Stanford CSRTR 6415-3, May 1972, Center for Systems Research. BibRef

Gennery, D.B.,
Determination of optical transfer function by inspection of frequency-domain plot,
JOSA(63), No. 12, December 1973, pp. 1571-1577. BibRef 7312

Aboutalib, A.O., Murphy, M.S., and Silverman, L.M.,
Digital Restoration of Image Degraded by General Motion Blurs,
AC(22), June 1977, pp. 294-302. BibRef 7706

Ku, F.N., Hu, J.M.,
A New Approach to the Restoration of an Image Blurred by Linear Uniform Motion,
CVGIP(34), No. 1, April 1986, pp. 20-34.
WWW Version. BibRef 8604

Liu, Z.K., and Xiao, J.Y.,
Restoration of Blurred TV Picture Caused by Uniform Linear Motion,
CVGIP(44), No. 1, October 1988, pp. 30-34.
WWW Version. BibRef 8810

Lagendijk, R.L., Tekalp, A.M., and Biemond, J.,
Maximum likelihood image and blur identification: A Unifying Approach,
OptEng(29), 1990, pp. xx-yy. BibRef 9000

Trussell, H.J., Fogel, S.V.,
Identification and restoration of spatially variant motion blurs in sequential images,
IP(1), No. 1, January 1992, pp. 123-126.
IEEE DOI may work or IEEE-CS DOI may work. 0402Objects moving different directions and different speeds. BibRef

Savakis, A.E., Trussell, H.J.,
Blur identification by residual spectral matching,
IP(2), No. 2, April 1993, pp. 141-151.
IEEE DOI may work or IEEE-CS DOI may work. 0402 BibRef
Earlier: A2, A1:
Blur identification by statistical analysis,
ICASSP91(2493-2496). BibRef
Earlier: A1 only: Ph.D.Thesis, NC State Univ, 1991. BibRef

Savakis, A.E., Trussell, H.J.,
On the accuracy of PSF representation in image restoration,
IP(2), No. 2, April 1993, pp. 252-259.
IEEE DOI may work or IEEE-CS DOI may work. 0402 BibRef

Kim, S.P., Su, W.Y.,
Recursive high-resolution reconstruction of blurred multiframe images,
IP(2), No. 4, October 1993, pp. 534-539.
IEEE DOI may work or IEEE-CS DOI may work. 0402 BibRef

Monro, D.M., Simpson, D.M.,
Alignment Blur in Coherently Averaged Images,
TSP(44), No. 6, June 1996, pp. 1596-1601. 9607 BibRef

Wolberg, G., Loce, R.P.,
Restoration of Images Scanned in the Presence of Vibrations,
JEI(5), No. 1, January 1996, pp. 50-65. BibRef 9601

Yitzhaky, Y., Kopeika, N.S.,
Identification of Blur Parameters from Motion Blurred Images,
GMIP(59), No. 5, September 1997, pp. 310-320. 9712 BibRef

Sharma, G., Trussell, H.J.[H. Joel],
Set Theoretic Signal Restoration Using an Error in Variables Criterion,
IP(6), No. 12, December 1997, pp. 1692-1697.
IEEE DOI may work or IEEE-CS DOI may work. 9712 See also Set-Theoretic Estimation in Color Scanner Characterization. BibRef
Earlier:
Restoration of uncertain blurs using an error in variables criterion,
ICIP96(III: 81-84).
IEEE DOI may work or IEEE-CS DOI may work. BibRef

Li, Q., Yoshida, Y.,
Parameter-Estimation and Restoration for Motion Blurred Images,
IEICE(E80-A), No. 8, August 1997, pp. 1430-1437. 9709 BibRef

Li, Q., Yoshida, Y., and Nakamori, N.,
A Multiscale Antidiffusion Approach for Gaussian Blurred Images,
ICIP97(II: 238-241).
IEEE DOI may work or IEEE-CS DOI may work. BibRef 9700

Liang, Z.P., Jiang, H., Hess, C.P., Lauterbur, P.C.,
Dynamic Imaging by Model Estimation,
IJIST(8), No. 6, 1997, pp. 551-557. 9712 BibRef

Jiang, H.[Hong], Liang, Z.P.[Zhi-Pei],
Dynamic imaging by object modeling and estimation,
ICIP95(I: 645-648).
IEEE DOI may work or IEEE-CS DOI may work. 9510 BibRef

Liang, Z.P.[Zhi-Pei], Madore, B., Glover, G.H., Pelc, N.J.,
Fast algorithms for GS-model-based image reconstruction in data-sharing fourier imaging,
MedImg(22), No. 8, August 2003, pp. 1026-1030.
IEEE Abstract. IEEE Top Reference. 0308Genearlized Series modeling. Coding of sequences. BibRef

Vogel, C.R., Oman, M.E.,
Fast, Robust Total Variation Based Reconstruction of Noisy, Blurred Images,
IP(7), No. 6, June 1998, pp. 813-824.
IEEE DOI may work or IEEE-CS DOI may work. 9806 BibRef

Elad, M.[Michael], Feuer, A.[Arie],
Restoration of a Single Superresolution Image from Several Blurred, Noisy, and Undersampled Measured Images,
IP(6), No. 12, December 1997, pp. 1646-1658.
IEEE DOI may work or IEEE-CS DOI may work. 9712 See also Super-Resolution Reconstruction of Image Sequences. BibRef

Elad, M., Hel-Or, Y.,
A fast super-resolution reconstruction algorithm for pure translational motion and common space-invariant blur,
IP(10), No. 8, August 2001, pp. 1187-1193.
IEEE DOI may work or IEEE-CS DOI may work. 0108 BibRef

Stern, A.[Adrian], Kopeika, N.S.[Norman S.],
Motion-Distorted Composite-Frame Restoration,
AppOpt(38), No. 5, February 1999, pp. 757-765. BibRef 9902

Bonmassar, G., Schwartz, E.L.,
Real-Time Restoration of Images Degraded by Uniform Motion Blur in Foveal Active Vision Systems,
IP(8), No. 12, December 1999, pp. 1838-1842.
IEEE DOI may work or IEEE-CS DOI may work. 9912 BibRef

Chantas, G.K., Galatsanos, N.P., Woods, N.A.,
Super-Resolution Based on Fast Registration and Maximum a Posteriori Reconstruction,
IP(16), No. 7, July 2007, pp. 1821-1830.
IEEE DOI may work or IEEE-CS DOI may work. 0707 BibRef

Rajagopalan, A.N.[Ambasamudram N.], Kiran, V.P.[V. Phani],
Motion-free superresolution and the role of relative blur,
JOSA-A(20), No. 11, November 2003, pp. 2022-2032.
WWW Version. 0311 BibRef

Ben-Ezra, M.[Moshe], Nayar, S.K.[Shree K.],
Motion-Based Motion Deblurring,
PAMI(26), No. 6, June 2004, pp. 689-698.
IEEE Abstract. IEEE Top Reference. 0404 BibRef
Earlier:
Motion Deblurring Using Hybrid Imaging,
CVPR03(I: 657-664).
IEEE Abstract. IEEE Top Reference. 0307Motion blur can be removed by deconvolution if the PSF is known. Construct a stabilized camera that measures its motion, computes a PSF and uses it to deblur the image. Works for a wider range than standard camera stabilization systems. BibRef

Rav-Acha, A.[Alex], Peleg, S.[Shmuel],
Two motion-blurred images are better than one,
PRL(26), No. 3, February 2005, pp. 311-317.
WWW Version. 0501 BibRef
Earlier:
Restoration of Multiple Images with Motion Blur in Different Directions,
WACV00(22-28).
IEEE Abstract. IEEE Top Reference. 0010 BibRef

Moghaddam, M.E.[Mohsen Ebrahimi], Jamzad, M.[Mansour],
Motion blur identification in noisy images using mathematical models and statistical measures,
PR(40), No. 7, July 2007, pp. 1946-1957.
WWW Version. 0704Motion blur; Blur identification; Radon transform; Bispectrum; Mathematical models BibRef

Moghaddam, M.E.[Mohsen Ebrahimi], Jamzad, M.[Mansour], Mahini, H.R.[Hamid Reza],
Motion Blur Identification in Noisy Images Using Feed-Forward Back Propagation Neural Network,
IWICPAS06(369-376).
WWW Version. 0608 BibRef

Wang, S.G.[Shi-Gang], Guan, B.[Baiqing], Wang, G.B.[Guo-Bao], Li, Q.[Qian],
Measurement of sinusoidal vibration from motion blurred images,
PRL(28), No. 9, 1 July 2007, pp. 1029-1040.
WWW Version. 0704Vibration measurement; Motion blur; Motion blurred image; Geometric moment BibRef

Ojansivu, V.[Ville], Heikkilä, J.[Janne],
Image Registration Using Blur-Invariant Phase Correlation,
SPLetters(14), No. 7, July 2007, pp. 449-452.
IEEE DOI may work or IEEE-CS DOI may work. 0707 BibRef
And:
Object Recognition Using Frequency Domain Blur Invariant Features,
SCIA07(243-252).
WWW Version. 0706 BibRef
Earlier:
Motion Blur Concealment of Digital Video Using Invariant Features,
ACIVS06(35-45).
WWW Version. 0609 BibRef

Ojansivu, V.[Ville], Heikkilä, J.[Janne],
A Method for Blur and Affine Invariant Object Recognition Using Phase-Only Bispectrum,
ICIAR08(xx-yy).
WWW Version. 0806 BibRef
Earlier:
A Method for Blur and Similarity Transform Invariant Object Recognition,
CIAP07(583-588).
IEEE DOI may work or IEEE-CS DOI may work. 0709 BibRef

Pedone, M.[Matteo], Heikkilä, J.[Janne],
Blur and Contrast Invariant Fast Stereo Matching,
ACIVS08(xx-yy).
WWW Version. 0810 BibRef

Šorel, M.[Michal], Flusser, J.[Jan],
Space-Variant Restoration of Images Degraded by Camera Motion Blur,
IP(17), No. 2, February 2008, pp. 105-116.
IEEE DOI may work or IEEE-CS DOI may work. 0801 BibRef
Earlier:
Restoration of Color Images Degraded by Space-Variant Motion Blur,
CAIP07(450-457).
WWW Version. 0708 BibRef

Har-Noy, S.[Shay], Nguyen, T.Q.,
LCD Motion Blur Reduction: A Signal Processing Approach,
IP(17), No. 2, February 2008, pp. 117-125.
IEEE DOI may work or IEEE-CS DOI may work. 0801 BibRef
Earlier:
A Deconvolution Method for LCD Motion Blur Reduction,
ICIP06(629-632). 0610
IEEE DOI may work or IEEE-CS DOI may work. BibRef

Ishida, H.[Hiroyuki], Takahashi, T.[Tomokazu], Ide, I.[Ichiro], Mekada, Y.[Yoshito], Murase, H.[Hiroshi],
Recognition of camera-captured low-quality characters using motion blur information,
PR(41), No. 7, July 2008, pp. 2253-2262.
WWW Version. 0804Motion blur; Digital camera; Low-quality character; Character recognition; Generative learning method BibRef

Mei, C.[Christopher], Reid, I.[Ian],
Modeling and generating complex motion blur for real-time tracking,
CVPR08(1-8).
IEEE DOI may work or IEEE-CS DOI may work. 0806 BibRef

Ji, H.[Hui], Liu, C.Q.A.[Chao-Qi-Ang],
Motion blur identification from image gradients,
CVPR08(1-8).
IEEE DOI may work or IEEE-CS DOI may work. 0806 BibRef

Li, F.[Feng], Yu, J.Y.[Jing-Yi], Chai, J.X.[Jin-Xiang],
A hybrid camera for motion deblurring and depth map super-resolution,
CVPR08(1-8).
IEEE DOI may work or IEEE-CS DOI may work. 0806 BibRef

Tai, Y.W.[Yu-Wing], Du, H.[Hao], Brown, M.S.[Michael S.], Lin, S.[Stephen],
Image/video deblurring using a hybrid camera,
CVPR08(1-8).
IEEE DOI may work or IEEE-CS DOI may work. 0806 BibRef

Chen, J.[Jia], Yuan, L.[Lu], Tang, C.K.[Chi-Keung], Quan, L.[Long],
Robust dual motion deblurring,
CVPR08(1-8).
IEEE DOI may work or IEEE-CS DOI may work. 0806 BibRef

Cox, M.[Mark], Sridharan, S.[Sridha], Lucey, S.[Simon], Cohn, J.F.[Jeffrey F.],
Least squares congealing for unsupervised alignment of images,
CVPR08(1-8).
IEEE DOI may work or IEEE-CS DOI may work. 0806 BibRef

Lukic, T.[Tibor], Sladoje, N.[Nataša], Lindblad, J.[Joakim],
Deterministic Defuzzification Based on Spectral Projected Gradient Optimization,
DAGM08(xx-yy).
WWW Version. 0806 BibRef

Shan, Q.[Qi], Xiong, W.[Wei], Jia, J.[Jiaya],
Rotational Motion Deblurring of a Rigid Object from a Single Image,
ICCV07(1-8).
IEEE DOI may work or IEEE-CS DOI may work. 0710 BibRef

Jia, J.[Jiaya],
Single Image Motion Deblurring Using Transparency,
CVPR07(1-8).
IEEE DOI may work or IEEE-CS DOI may work. 0706 BibRef

Cho, S.H.[Sung-Hyun], Matsushita, Y.[Yasuyuki], Lee, S.Y.[Seung-Yong],
Removing Non-Uniform Motion Blur from Images,
ICCV07(1-8).
IEEE DOI may work or IEEE-CS DOI may work. 0710 BibRef

Bar, L.[Leah], Berkels, B.[Benjamin], Rumpf, M.[Martin], Sapiro, G.[Guillermo],
A Variational Framework for Simultaneous Motion Estimation and Restoration of Motion-Blurred Video,
ICCV07(1-8).
IEEE DOI may work or IEEE-CS DOI may work. 0710 BibRef

Lee, W.H.[Wen-Hao], Lai, S.H.[Shang-Hong], Chen, C.L.[Chia-Lun],
Iterative Blind Image Motion Deblurring via Learning a No-Reference Image Quality Measure,
ICIP07(IV: 405-408).
IEEE DOI may work or IEEE-CS DOI may work. 0709 BibRef

Suresh, K.V., Rajagopalan, A.N.,
Super-Resolution using Motion and Defocus Cues,
ICIP07(IV: 213-216).
IEEE DOI may work or IEEE-CS DOI may work. 0709 BibRef

Sinha, A.[Abhijit], Wu, X.L.[Xiao-Lin],
Fast Generalized Motion Estimation and Superresolution,
ICIP07(V: 413-416).
IEEE DOI may work or IEEE-CS DOI may work. 0709 BibRef

Ren, C.J.[Chun-Jian], Chen, W.B.[Wen-Bin], Shen, I.F.[I-Fan],
Three-Stage Motion Deblurring from a Video,
ACCV07(II: 53-62).
WWW Version. 0711 BibRef

Tsubaki, I.[Ikuko], Komatsu, T.[Takashi], Saito, T.[Takahiro],
Interframe Motion Deblurring using Spatio-Temporal Regularization,
ICIP07(IV: 409-412).
IEEE DOI may work or IEEE-CS DOI may work. 0709 BibRef

van Heesch, F.H., Klompenhouwer, M.A.,
Spatio-Temporal Frequency Analysis of Motion Blur Reduction on LCDs,
ICIP07(IV: 401-404).
IEEE DOI may work or IEEE-CS DOI may work. 0709 BibRef

Razligh, Q.R.[Qolamreza R.], Kehtarnavaz, N.[Nasser],
Image Blur Reduction for Cell-Phone Cameras Via Adaptive Tonal Correction,
ICIP07(I: 113-116).
IEEE DOI may work or IEEE-CS DOI may work. 0709 BibRef

Mélange, T.[Tom], Zlokolica, V.[Vladimir], Schulte, S.[Stefan], De Witte, V.[Valérie], Nachtegael, M.[Mike], Pižurica, A.[Aleksandra], Kerre, E.E.[Etienne E.], Philips, W.[Wilfried],
A New Fuzzy Motion and Detail Adaptive Video Filter,
ACIVS07(640-651).
WWW Version. 0708 BibRef

Xue, F.[Feng], Liu, Q.S.[Quan-Sheng], Froment, J.[Jacques],
An a Contrario Approach for Parameters Estimation of a Motion-Blurred Image,
EMMCVPR07(267-279).
WWW Version. 0708 BibRef

Oliveira, J.P.[Joăo P.], Figueiredo, M.A.T.[Mário A. T.], Bioucas-Dias, J.M.[José M.],
Blind Estimation of Motion Blur Parameters for Image Deconvolution,
IbPRIA07(II: 604-611).
WWW Version. 0706 BibRef

Tico, M., Trimeche, M., Vehvilainen, M.,
Motion Blur Identification Based on Differently Exposed Images,
ICIP06(2021-2024). 0610
IEEE DOI may work or IEEE-CS DOI may work. See also Image Stabilization Based on Fusing the Visual Information in Differently Exposed Images. BibRef

Sankaran, H.E., Gotchev, A., Egiazarian, K.O.,
Efficient Super-Resolution Reconstruction for Translational Motion using a Near Least Squares Resampling Method,
ICIP06(1745-1748). 0610
IEEE DOI may work or IEEE-CS DOI may work. BibRef

Zheng, H.W.[Hong-Wei], Hellwich, O.[Olaf],
Image Statistics and Local Spatial Conditions for Nonstationary Blurred Image Reconstruction,
DAGM07(324-334).
WWW Version. 0709 BibRef
Earlier:
Bayesian Estimation Based Mumford-Shah Regularization for Blur Identification and Segmentation in Video Sequences,
Southwest06(129-133).
IEEE DOI may work or IEEE-CS DOI may work. 0603 BibRef
And:
Introducing Dynamic Prior Knowledge to Partially-Blurred Image Restoration,
DAGM06(111-121).
WWW Version. 0610 BibRef
Earlier:
Double Regularized Bayesian Estimation for Blur Identification in Video Sequences,
ACCV06(II:943-952).
WWW Version. 0601 BibRef

Lin, H.Y.[Huei-Yung], Chang, C.H.[Chia-Hong],
Photo-Consistent Motion Blur Modeling for Realistic Image Synthesis,
PSIVT06(1273-1282).
WWW Version. 0612 BibRef
Earlier:
Depth Recovery from Motion Blurred Images,
ICPR06(I: 135-138).
WWW Version. 0609 BibRef
And:
Depth Recovery from Motion and Defocus Blur,
ICIAR06(II: 122-133).
WWW Version. 0610 BibRef

Lin, H.Y.[Huei-Yung], Li, K.J.[Kun-Jhih],
Motion blur removal and its application to vehicle speed detection,
ICIP04(V: 3407-3410).
IEEE DOI may work or IEEE-CS DOI may work. 0505 BibRef

Yu, G.Q.A.[Guo-Qi-Ang], Zhang, J.[Jin], Zhang, L.[Li], Chen, Z.Q.A.[Zhi-Qi-Ang], Li, Y.J.[Yuan-Jing],
Combining Iterative Inverse Filter with Shock Filter for Baggage Inspection Image Deblurring,
ACCV06(II:264-273).
WWW Version. 0601 BibRef

Qi, X.Y., Zhang, L., Tan, C.L.,
Motion deblurring for optical character recognition,
ICDAR05(I: 389-393).
IEEE DOI may work or IEEE-CS DOI may work. 0508 BibRef

Pan, H.[Hao], Feng, X.F.[Xiao-Fan], Daly, S.,
LCD Motion Blur Modeling and Analysis,
ICIP05(II: 21-24).
IEEE DOI may work or IEEE-CS DOI may work. 0512 BibRef

Liu, X.Z.[Xue-Zheng], Li, M.J.[Ming-Jing], Zhang, H.L.[Hong-Liang], Wang, D.X.[Ding-Xing],
Bayesian motion blur identification using blur priori,
ICIP03(II: 957-960).
IEEE Abstract. IEEE Top Reference. 0312 BibRef

Kang, S.K., Min, J., Paik, J.K.,
Segmentation-based Spatially Adaptive Motion Blur Removal and Its Application to Surveillance Systems,
ICIP01(I: 245-248).
IEEE Abstract. IEEE Top Reference. 0108 BibRef

Kang, S.K.[Sang Kyu], Choung, Y.C.[Yoo Chang], Paik, J.K.[Joon Ki],
Segmentation-Based Iamge Restoration for Multiple Moving Objects with Different Motions,
ICIP99(I:376-380).
IEEE Abstract. IEEE Top Reference. BibRef 9900

Marquina, A.[Antonio], Osher, S.J.[Stanley J.],
A new time dependent model based on level set motion for nonlinear deblurring and noise removal,
ScaleSpace99(429-434). Level Set. BibRef 9900

Bascle, B., Blake, A., Zisserman, A.,
Motion Deblurring and Super-Resolution from an Image Sequence,
ECCV96(II:571-582).
WWW Version. Merge many images into one good one by tracking the object. BibRef 9600

Michaelis, B., Heimburger, T.,
Compensation of motion blur in binary images,
ICPR92(III:561-564).
IEEE DOI may work or IEEE-CS DOI may work. 9208 BibRef

Li, Y.M.[Yun-Ming], Zhu, W.D.[Wei-Dong],
Restoration of the image degraded by linear motion,
ICPR90(II: 147-152).
IEEE DOI may work or IEEE-CS DOI may work. 9208 BibRef

Takiyama, R., Ono, N.,
Restoration of rotationally blurred images,
ICPR88(II: 1020-1022).
IEEE DOI may work or IEEE-CS DOI may work. 8811 BibRef

Chapter on Motion Analysis --Low-Level, Image Level Analysis, Mosaic Generation, Super Resolution, Shape from Motion continues in
Deblurring, Gaussian Blur .