18.4.3.13 Super Resolution and Restoration from Blurred Images, Motion Blur

Ben-Ezra, M.[Moshe], Nayar, S.K.[Shree K.],
Motion-Based Motion Deblurring,
PAMI(26), No. 6, June 2004, pp. 689-698.
IEEE Abstract. 0404
BibRef
Earlier:
Motion Deblurring Using Hybrid Imaging,
CVPR03(I: 657-664).
IEEE DOI 0307
Motion 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.
Elsevier DOI 0501
BibRef
Earlier:
Restoration of Multiple Images with Motion Blur in Different Directions,
WACV00(22-28).
IEEE DOI 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.
Elsevier DOI 0704
Motion blur; Blur identification; Radon transform; Bispectrum; Mathematical models See also Out of focus blur estimation using genetic algorithm. 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).
Springer DOI 0608
BibRef

Wang, S.G.[Shi-Gang], Guan, B.Q.[Bai-Qing], 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.
Elsevier DOI 0704
Vibration 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 0707
BibRef
And:
Object Recognition Using Frequency Domain Blur Invariant Features,
SCIA07(243-252).
Springer DOI 0706
BibRef
Earlier:
Motion Blur Concealment of Digital Video Using Invariant Features,
ACIVS06(35-45).
Springer DOI 0609
BibRef

Ojansivu, V.[Ville], Rahtu, E.[Esa], Heikkila, J.[Janne],
Rotation invariant local phase quantization for blur insensitive texture analysis,
ICPR08(1-4).
IEEE DOI 0812
BibRef

Heikkilä, J.[Janne], Ojansivu, V.[Ville],
Methods for local phase quantization in blur-insensitive image analysis,
LNLA09(104-111).
IEEE DOI 0908
BibRef

Päivärinta, J.[Juhani], Rahtu, E.[Esa], Heikkilä, J.[Janne],
Volume Local Phase Quantization for Blur-Insensitive Dynamic Texture Classification,
SCIA11(360-369).
Springer DOI 1105
BibRef

Rahtu, E.[Esa], Heikkilä, J.[Janne], Ojansivu, V.[Ville], Ahonen, T.[Timo],
Local phase quantization for blur-insensitive image analysis,
IVC(30), No. 8, August 2012, pp. 501-512.
Elsevier DOI 1209
Feature extraction; Invariant features; Blur invariance; Texture recognition; Face recognition BibRef

Ojansivu, V.[Ville], Heikkilä, J.[Janne],
Weighted DFT Based Blur Invariants for Pattern Recognition,
SCIA09(71-80).
Springer DOI 0906
BibRef
Earlier:
Blur Insensitive Texture Classification Using Local Phase Quantization,
ICISP08(236-243).
Springer DOI 0807
BibRef
And:
A Method for Blur and Affine Invariant Object Recognition Using Phase-Only Bispectrum,
ICIAR08(xx-yy).
Springer DOI 0806
BibRef
Earlier:
A Method for Blur and Similarity Transform Invariant Object Recognition,
CIAP07(583-588).
IEEE DOI 0709
BibRef

Pedone, M.[Matteo], Heikkilä, J.[Janne],
Blur and Contrast Invariant Fast Stereo Matching,
ACIVS08(xx-yy).
Springer DOI 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 0801
BibRef
Earlier:
Restoration of Color Images Degraded by Space-Variant Motion Blur,
CAIP07(450-457).
Springer DOI 0708
BibRef

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

Har-Noy, S.[Shay], Nguyen, T.Q.[Truong Q.],
LCD motion blur reduction using fir filter banks,
ICIP09(1305-1308).
IEEE DOI 0911
BibRef

Har-Noy, S., Martinez, E., Nguyen, T.Q.,
Filter banks for improved LCD motion,
SP:IC(25), No. 1, January 2010, pp. 1-9.
Elsevier DOI 1001
Deconvolution; Filter bank; Video processing; Human visual system; Flat panel displays; Liquid crystal displays 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.
Elsevier DOI 0804
Motion blur; Digital camera; Low-quality character; Character recognition; Generative learning method BibRef

Xu, D.H.[Da-Hong], Wang, R.S.[Run-Sheng],
An Improved FoE Model for Image Deblurring,
IJCV(81), No. 2, February 2009, pp. xx-yy.
Springer DOI 0901
BibRef

Jung, S.W., Kim, T.H., Ko, S.J.,
A Novel Multiple Image Deblurring Technique Using Fuzzy Projection onto Convex Sets,
SPLetters(16), No. 3, March 2009, pp. 192-195.
IEEE DOI 0903
See also Depth Map Based Image Enhancement Using Color Stereopsis. BibRef

Cai, J.F.[Jian-Feng], Osher, S.J.[Stanley J.], Shen, Z.W.[Zuo-Wei],
Linearized Bregman Iterations For Frame-Based Image Deblurring,
SIIMS(2), No. 1, 2009, pp. 226-252. linearized Bregman iteration; image deblurring; tight frame
DOI Link BibRef 0900

Zeng, G.L.[Gengsheng L.],
Compensating for nonstationary blurring by further blurring and deconvolution,
IJIST(19), No. 3, September 2009, pp. 221-226.
DOI Link 0909
BibRef

Almeida, M.S.C., Almeida, L.B.,
Blind and Semi-Blind Deblurring of Natural Images,
IP(19), No. 1, January 2010, pp. 36-52.
IEEE DOI 1001
BibRef

Cai, J.F.[Jian-Feng], Chan, R.H.[Raymond H.], Nikolova, M.[Mila],
Fast Two-Phase Image Deblurring Under Impulse Noise,
JMIV(36), No. 1, January 2010, pp. xx-yy.
Springer DOI 1001
BibRef

Chan, R.H., Dong, Y.Q.[Yi-Qiu], Hintermuller, M.,
An Efficient Two-Phase L1-TV Method for Restoring Blurred Images with Impulse Noise,
IP(19), No. 7, July 2010, pp. 1731-1739.
IEEE DOI 1007
BibRef

Tai, Y.W.[Yu-Wing], Du, H.[Hao], Brown, M.S.[Michael S.], Lin, S.[Stephen],
Correction of Spatially Varying Image and Video Motion Blur Using a Hybrid Camera,
PAMI(32), No. 6, June 2010, pp. 1012-1028.
IEEE DOI 1004
BibRef
Earlier:
Image/video deblurring using a hybrid camera,
CVPR08(1-8).
IEEE DOI 0806
BibRef

Tai, Y.W.[Yu-Wing], Liu, S.C.[Shuai-Cheng], Brown, M.S.[Michael S.], Lin, S.[Stephen],
Super resolution using edge prior and single image detail synthesis,
CVPR10(2400-2407).
IEEE DOI 1006
BibRef

Tai, Y.W.[Yu-Wing], Tan, P.[Ping], Brown, M.S.[Michael S.],
Richardson-Lucy Deblurring for Scenes under a Projective Motion Path,
PAMI(33), No. 8, August 2011, pp. 1603-1618.
IEEE DOI 1107
Ego-motion blur for distant scene. Image modeled as integration of the scene under sequence of projective transformations. BibRef

Lin, H.T.[Hai Ting], Tai, Y.W.[Yu-Wing], Brown, M.S.,
Motion Regularization for Matting Motion Blurred Objects,
PAMI(33), No. 11, November 2011, pp. 2329-2336.
IEEE DOI 1110
The object boundary is not precise (multiple pixels rather than fractional pixel). BibRef

Yun, S.[Sangwoon], Woo, H.[Hyenkyun],
Linearized proximal alternating minimization algorithm for motion deblurring by nonlocal regularization,
PR(44), No. 6, June 2011, pp. 1312-1326.
Elsevier DOI 1102
Convex optimization; Nonlocal; Total variation; Motion deblurring; Deconvolution; Regularization; Alternating minimization BibRef

Boracchi, G., Foi, A.,
Uniform Motion Blur in Poissonian Noise: Blur/Noise Tradeoff,
IP(20), No. 2, February 2011, pp. 592-598.
IEEE DOI 1102
BibRef

Boracchi, G., Foi, A.,
Modeling the Performance of Image Restoration From Motion Blur,
IP(21), No. 8, August 2012, pp. 3502-3517.
IEEE DOI 1208
BibRef

Dash, R.[Ratnakar], Sa, P.K.[Pankaj Kumar], Majhi, B.[Banshidhar],
Spatial variant motion deblurring of images,
IJCVR(2), No. 1, 2011, pp. 80-88.
DOI Link 1104
BibRef

Dong, W.S.[Wei-Sheng], Zhang, L.[Lei], Shi, G.M.[Guang-Ming], Wu, X.L.[Xiao-Lin],
Image Deblurring and Super-Resolution by Adaptive Sparse Domain Selection and Adaptive Regularization,
IP(20), No. 7, July 2011, pp. 1838-1857.
IEEE DOI 1107
See also Sparse Representation Based Image Interpolation With Nonlocal Autoregressive Modeling. BibRef

Dardi, F.[Francesca], Abate, L.[Leonardo], Ramponi, G.[Giovanni],
No-reference measurement of perceptually significant blurriness in video frames,
SIViP(5), No. 3, September 2011, pp. 271-282.
WWW Link. 1109
BibRef

Dardi, F.[Francesca], Abate, L.[Leonardo], Stessen, J.[Jeroen], Ramponi, G.[Giovanni],
Causes and subjective evaluation of blurriness in video frames,
SP:IC(28), No. 3, March 2013, pp. 209-221.
Elsevier DOI 1303
Blurriness; Coding artifacts; Visual attention; Video quality estimation BibRef

Abate, L.[Leonardo], Ramponi, G.[Giovanni], Stessen, J.[Jeroen],
Detection and measurement of the blocking artifact in decoded video frames,
SIViP(7), No. 3, May 2013, pp. 453-466. 1305
BibRef

Wang, C., Sun, L., Cui, P., Zhang, J., Yang, S.,
Analyzing Image Deblurring Through Three Paradigms,
IP(21), No. 1, January 2012, pp. 115-129.
IEEE DOI 1112
BibRef

Cai, J.F.[Jian-Feng], Ji, H.[Hui], Liu, C.Q.[Chao-Qiang], Shen, Z.W.[Zuo-Wei],
Framelet-Based Blind Motion Deblurring From a Single Image,
IP(21), No. 2, February 2012, pp. 562-572.
IEEE DOI 1201
BibRef
Earlier:
Blind motion deblurring from a single image using sparse approximation,
CVPR09(104-111).
IEEE DOI 0906
BibRef

Ji, H., Wang, K.,
Robust Image Deblurring With an Inaccurate Blur Kernel,
IP(21), No. 4, April 2012, pp. 1624-1634.
IEEE DOI 1204
BibRef

Chen, M.J.[Ming-Jun], Bovik, A.C.[Alan C.],
No-reference image blur assessment using multiscale gradient,
JIVP(2011), No. 1 2011, pp. xx-yy.
DOI Link 1203
BibRef

Zhang, X., Jiang, J., Peng, S.,
Commutability of Blur and Affine Warping in Super-Resolution With Application to Joint Estimation of Triple-Coupled Variables,
IP(21), No. 4, April 2012, pp. 1796-1808.
IEEE DOI 1204
BibRef

Carlavan, M., Blanc-Feraud, L.,
Sparse Poisson Noisy Image Deblurring,
IP(21), No. 4, April 2012, pp. 1834-1846.
IEEE DOI 1204
BibRef

Chen, X.G.[Xiao-Gang], Yang, J.[Jie], Wu, Q.A.[Qi-Ang], Zhao, J.[Jiajia], He, X.J.[Xiang-Jian],
Directional high-pass filter for blurry image analysis,
SP:IC(27), No. 7, August 2012, pp. 760-771.
Elsevier DOI 1208
Image motion blur; Out-of-focus blur; Image restoration; Image frequency analysis BibRef

Chae, S.M.[Seok-Min], Song, I.H.[In-Ho], Lee, S.H.[Sung-Hak], Sohng, K.I.[Kyu-Ik],
Evaluation of Motion Blur Considering Temporal Frequency Characteristics of Video Camera and LCD Systems,
IEICE(E95-D), No. 7, July 2012, pp. 1823-1826.
WWW Link. 1208
BibRef

Getreuer, P.[Pascal],
Rudin-Osher-Fatemi Total Variation Denoising using Split Bregman,
IPOL(2012), No. 2012, pp. xx-yy.
DOI Link 1205
Code, Total Variation. See also Nonlinear total variation based noise removal algorithms. See also Gunturk-Altunbasak-Mersereau Alternating Projections Image Demosaicking. BibRef

Getreuer, P.[Pascal],
Total Variation Deconvolution Using Split Bregman,
IPOL(2012), No. 2012, pp. xx-yy.
DOI Link 1208
Code, Total Variation. Deblurring See also Nonlinear total variation based noise removal algorithms. Goldstein and Osher BibRef

McCloskey, S.[Scott], Ding, Y.Y.[Yuan-Yuan], Yu, J.Y.[Jing-Yi],
Design and Estimation of Coded Exposure Point Spread Functions,
PAMI(34), No. 10, October 2012, pp. 2071-2077.
IEEE DOI 1208
BibRef
Earlier: A2, A1, A3:
Analysis of Motion Blur with a Flutter Shutter Camera for Non-linear Motion,
ECCV10(I: 15-30).
Springer DOI 1009
motion deblurring using coded exposure BibRef

McCloskey, S.[Scott], Venkatesha, S.,
Temporally Coded Illumination for Rolling Shutter Motion De-blurring,
WACV17(1287-1295)
IEEE DOI 1609
Bars, Cameras, Computer vision, Distortion, Image sensors, Lighting, Sensors BibRef

McCloskey, S.[Scott],
Improved Motion Invariant Deblurring through Motion Estimation,
ECCV14(IV: 75-89).
Springer DOI 1408
BibRef
Earlier:
Temporally coded flash illumination for motion deblurring,
ICCV11(683-690).
IEEE DOI 1201
BibRef
Earlier:
Velocity-Dependent Shutter Sequences for Motion Deblurring,
ECCV10(VI: 309-322).
Springer DOI 1009
See also 2D Barcode localization and motion deblurring using a flutter shutter camera. BibRef

McCloskey, S.[Scott], Venkatesha, S.[Sharath], Muldoon, K.[Kelly], Eckman, R.[Ryan],
A Low-Noise Fluttering Shutter Camera Handling Accelerated Motion,
WACV15(333-340)
IEEE DOI 1503
Acceleration BibRef

Wang, C., Yue, Y., Dong, F., Tao, Y., Ma, X., Clapworthy, G., Lin, H., Ye, X.,
Nonedge-Specific Adaptive Scheme for Highly Robust Blind Motion Deblurring of Natural Images,
IP(22), No. 3, March 2013, pp. 884-897.
IEEE DOI 1302
BibRef

Ning, Q., Chen, K., Yi, L., Fan, C., Lu, Y., Wen, J.,
Image Super-Resolution Via Analysis Sparse Prior,
SPLetters(20), No. 4, April 2013, pp. 399-402.
IEEE DOI 1303
BibRef

Tendero, Y., Morel, J.M.,
An Optimal Blind Temporal Motion Blur Deconvolution Filter,
SPLetters(20), No. 5, May 2013, pp. 523-526.
IEEE DOI 1304
BibRef

Almeida, M.S.C., Figueiredo, M.A.T.,
Parameter Estimation for Blind and Non-Blind Deblurring Using Residual Whiteness Measures,
IP(22), No. 7, 2013, pp. 2751-2763.
IEEE DOI 1307
image restoration; blind deblurring; image deconvolution/deblurring BibRef

Je, C.S.[Chang-Soo], Jeon, H.S.[Hyeon Sang], Son, C.H.[Chang-Hwan], Park, H.M.[Hyung-Min],
Disparity-based space-variant image deblurring,
SP:IC(28), No. 7, 2013, pp. 792-808.
Elsevier DOI 1307
Image deblurring BibRef

Pan, J.S.[Jin-Shan], Su, Z.X.[Zhi-Xun],
Fast L_0-Regularized Kernel Estimation for Robust Motion Deblurring,
SPLetters(20), No. 9, 2013, pp. 841-844.
IEEE DOI 1308
computer vision BibRef

Zhong, S.H.[Sheng-Hua], Liu, Y.[Yan], Liu, Y., Li, C.S.,
Water Reflection Recognition Based on Motion Blur Invariant Moments in Curvelet Space,
IP(22), No. 11, 2013, pp. 4301-4313.
IEEE DOI 1310
Water reflection BibRef

Zhong, S.H.[Sheng-Hua], Liu, Y.[Yan], Shao, L.[Ling], Chung, F.L.[Fu-Lai],
Water reflection recognition via minimizing reflection cost based on motion blur invariant moments,
ICMR11(5).
DOI Link 1301
BibRef

Zhang, C.Y.[Chong-Yang], Lin, W.Y.[Wei-Yao], Li, W.[Wei], Zhou, B.[Bing], Xie, J.[Jun], Li, J.J.[Ji-Jia],
Improved image deblurring based on salient-region segmentation,
SP:IC(28), No. 9, 2013, pp. 1171-1186.
Elsevier DOI 1310
Image deblurring BibRef

Pan, J.S.[Jin-Shan], Liu, R.S.[Ri-Sheng], Su, Z.X.[Zhi-Xun], Gu, X.F.[Xian-Feng],
Kernel estimation from salient structure for robust motion deblurring,
SP:IC(28), No. 9, 2013, pp. 1156-1170.
Elsevier DOI 1310
Motion deblurring BibRef

Liu, Q., Liang, D., Song, Y., Luo, J., Zhu, Y., Li, W.,
Augmented Lagrangian-Based Sparse Representation Method with Dictionary Updating for Image Deblurring,
SIIMS(6), No. 3, 2013, pp. 1689-1718.
DOI Link 1310
BibRef

Oliveira, J.P.[João P.], Figueiredo, M.A.T.[Mário A.T.], Bioucas-Dias, J.M.[José M.],
Parametric Blur Estimation for Blind Restoration of Natural Images: Linear Motion and Out-of-Focus,
IP(23), No. 1, January 2014, pp. 466-477.
IEEE DOI 1402
BibRef
Earlier:
Blind Estimation of Motion Blur Parameters for Image Deconvolution,
IbPRIA07(II: 604-611).
Springer DOI 0706
Radon transforms BibRef

Pan, X.[Xiang], Ye, Y.Q.[Yong-Qiang], Wang, J.H.[Jian-Hong],
Fractional directional derivative and identification of blur parameters of motion-blurred image,
SIViP(8), No. 3, March 2014, pp. 565-576.
WWW Link. 1403
BibRef

Oh, S.C.[Sung-Chan], Kim, G.H.[Gyeong-Hwan],
Robust Estimation of Motion Blur Kernel Using a Piecewise-Linear Model,
IP(23), No. 3, March 2014, pp. 1394-1407.
IEEE DOI 1403
image denoising BibRef

Wang, W.[Wei], Zheng, J.J.[Jin-Jin], Zhou, H.J.[Hong-Jun],
Segmenting, removing and ranking partial blur,
SIViP(8), No. 4, May 2014, pp. 647-655.
WWW Link. 1404
BibRef

O'Connor, D.[Daniel], Vandenberghe, L.[Lieven],
Primal-Dual Decomposition by Operator Splitting and Applications to Image Deblurring,
SIIMS(7), No. 3, 2014, pp. 1724-1754.
DOI Link 1410
BibRef

Iwai, D., Kodama, K., Sato, K.,
Reducing Motion Blur Artifact of Foveal Projection for a Dynamic Focus-Plus-Context Display,
CirSysVideo(25), No. 4, April 2015, pp. 547-556.
IEEE DOI 1504
Dynamics BibRef

Leclaire, A.[Arthur], Moisan, L.[Lionel],
No-Reference Image Quality Assessment and Blind Deblurring with Sharpness Metrics Exploiting Fourier Phase Information,
JMIV(52), No. 1, May 2015, pp. 145-172.
WWW Link. 1505
BibRef
Earlier:
Blind Deblurring Using a Simplified Sharpness Index,
SSVM13(86-97).
Springer DOI 1305
BibRef

Shao, W.Z.[Wen-Ze], Ge, Q.[Qi], Deng, H.S.[Hai-Song], Wei, Z.H.[Zhi-Hui], Li, H.B.[Hai-Bo],
Motion Deblurring Using Non-stationary Image Modeling,
JMIV(52), No. 2, June 2015, pp. 234-248.
Springer DOI 1505
BibRef

Liu, S.G.[Shao-Guo], Wang, H.B.[Hai-Bo], Wang, J.[Jue], Cho, S.H.[Sung-Hyun], Pan, C.H.[Chun-Hong],
Automatic blur-kernel-size estimation for motion deblurring,
VC(31), No. 5, May 2015, pp. 733-746.
WWW Link. 1505
BibRef

Wang, H.Z.[Hong-Zhen], Liu, Z.K.[Zi-Kun], Wang, L.F.[Ling-Feng], Weng, L.[Lubin], Pan, C.H.[Chun-Hong],
Objectness estimation using edges,
ICIP15(4136-4140)
IEEE DOI 1512
Objectness; boxes; edges; object proposals BibRef

Welk, M.[Martin], Raudaschl, P.[Patrik], Schwarzbauer, T.[Thomas], Erler, M.[Martin], Läuter, M.[Martin],
Fast and Robust linear motion deblurring,
SIViP(9), No. 5, July 2015, pp. 1221-1234.
Springer DOI 1506
BibRef

Lee, N.Y.[Nam-Yong],
Block-iterative Richardson-Lucy methods for image deblurring,
JIVP(2015), No. 1, 2015, pp. 14.
DOI Link 1506
BibRef

Chen, H.S.[Hua-Song], Wang, C.Y.[Chun-Yong], Song, Y.[Yang], Li, Z.H.[Zhen-Hua],
Split Bregmanized anisotropic total variation model for image deblurring,
JVCIR(31), No. 1, 2015, pp. 282-293.
Elsevier DOI 1508
Anisotropic BibRef

Liu, H.F.[Hai-Feng], Sun, X.Y.[Xiao-Yan], Fang, L.[Lu], Wu, F.[Feng],
Deblurring Saturated Night Image With Function-Form Kernel,
IP(24), No. 11, November 2015, pp. 4637-4650.
IEEE DOI 1509
Cameras BibRef

Fang, L.[Lu], Liu, H.F.[Hai-Feng], Wu, F.[Feng], Sun, X.Y.[Xiao-Yan], Li, H.Q.[Hou-Qiang],
Separable Kernel for Image Deblurring,
CVPR14(2885-2892)
IEEE DOI 1409
Deblurring; Random Perturbation; Separable Kernel; Trajectory BibRef

Bhotto, M.Z.A.[Md. Zulfiquar Ali], Ahmad, M.O.[M. Omair], Swamy, M.N.S.,
An Improved Fast Iterative Shrinkage Thresholding Algorithm for Image Deblurring,
SIIMS(8), No. 3, 2015, pp. 1640-1657.
DOI Link 1511
BibRef

Shao, W.Z.[Wen-Ze], Li, H.B.[Hai-Bo], Elad, M.[Michael],
Bi-l0-l2-norm regularization for blind motion deblurring,
JVCIR(33), No. 1, 2015, pp. 42-59.
Elsevier DOI 1512
Camera shake removal BibRef

Shao, W.Z.[Wen-Ze], Deng, H.S.[Hai-Song], Ge, Q.[Qi], Li, H.B.[Hai-Bo], Wei, Z.H.[Zhi-Hui],
Regularized motion blur-kernel estimation with adaptive sparse image prior learning,
PR(51), No. 1, 2016, pp. 402-424.
Elsevier DOI 1601
Blind deconvolution BibRef

Chen, K., Loli Piccolomini, E., Zama, F.,
Iterative Constrained Minimization for Vectorial TV Image Deblurring,
JMIV(54), No. 2, February 2016, pp. 240-255.
WWW Link. 1602
BibRef

Thelen, B.J.[Brian J.], Valenzuela, J.R.[John R.], Le Blanc, J.W.[Joel W.],
Theoretical performance assessment and empirical analysis of super-resolution under unknown affine sensor motion,
JOSA-A(33), No. 4, April 2016, pp. 519-526.
DOI Link 1604
Image reconstruction techniques BibRef

Ren, F.Q.[Fu-Quan], Qiu, T.S.[Tian-Shuang],
Spatio-temporal mean curvature based image sequence restoration,
IET-IPR(10), No. 5, 2016, pp. 359-370.
DOI Link 1604
image denoising BibRef

Liu, S.G.[Shao-Guo], Wang, H.B.[Hai-Bo], Wang, J.[Jue], Pan, C.H.[Chun-Hong],
Blur-Kernel Bound Estimation From Pyramid Statistics,
CirSysVideo(26), No. 5, May 2016, pp. 1012-1016.
IEEE DOI 1605
Estimation BibRef

Li, J.[Jie], Lu, W.[Wei],
Blind image motion deblurring with -regularized priors,
JVCIR(40, Part A), No. 1, 2016, pp. 14-23.
Elsevier DOI 1609
Blind motion deblurring BibRef

Yu, H., Qian, X., Guo, M., Chen, S.,
An Antivibration Time-Delay Integration CMOS Image Sensor With Online Deblurring Algorithm,
CirSysVideo(26), No. 8, August 2016, pp. 1544-1554.
IEEE DOI 1609
CMOS image sensors BibRef

Zhang, Y., Hirakawa, K.,
Blind Deblurring and Denoising of Images Corrupted by Unidirectional Object Motion Blur and Sensor Noise,
IP(25), No. 9, September 2016, pp. 4129-4144.
IEEE DOI 1609
cameras BibRef

Zhang, J., Hirakawa, K.,
Improved Denoising via Poisson Mixture Modeling of Image Sensor Noise,
IP(26), No. 4, April 2017, pp. 1565-1578.
IEEE DOI 1704
Gaussian processes BibRef

Sieberth, T.[Till], Wackrow, R.[Rene], Chandler, J.H.[Jim H.],
Automatic detection of blurred images in UAV image sets,
PandRS(122), No. 1, 2016, pp. 1-16.
Elsevier DOI 1612
BibRef
Earlier:
Automatic Isolation of Blurred Images from UAV Image Sequences,
UAV-g13(361-366).
HTML Version. 1311
Automation BibRef

Javaran, T.A.[Taiebeh Askari], Hassanpour, H.[Hamid], Abolghasemi, V.[Vahid],
Automatic estimation and segmentation of partial blur in natural images,
VC(33), No. 2, February 2017, pp. 151-161.
Springer DOI 1702
BibRef

Javaran, T.A.[Taiebeh Askari], Hassanpour, H.[Hamid], Abolghasemi, V.[Vahid],
Local motion deblurring using an effective image prior based on both the first- and second-order gradients,
MVA(28), No. 3-4, May 2017, pp. 431-444.
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Kumar, A.[Ahlad],
Deblurring of motion blurred images using histogram of oriented gradients and geometric moments,
SP:IC(55), No. 1, 2017, pp. 55-65.
Elsevier DOI 1705
Image, deblurring BibRef

Jeon, H.G.[Hae-Gon], Lee, J.Y.[Joon-Young], Han, Y.[Yudeog], Kim, S.J.[Seon Joo], Kweon, I.S.[In So],
Generating Fluttering Patterns with Low Autocorrelation for Coded Exposure Imaging,
IJCV(123), No. 2, June 2017, pp. 269-286.
Springer DOI 1705
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Seibold, C.[Clemens], Hilsmann, A.[Anna], Eisert, P.[Peter],
Model-based motion blur estimation for the improvement of motion tracking,
CVIU(160), No. 1, 2017, pp. 45-56.
Elsevier DOI 1706
Motion, blur BibRef

Qiao, C., Lau, R.W.H., Sheng, B., Zhang, B., Wu, E.,
Temporal Coherence-Based Deblurring Using Non-Uniform Motion Optimization,
IP(26), No. 10, October 2017, pp. 4991-5004.
IEEE DOI 1708
Cameras, Computational modeling, Image reconstruction, Kernel, Motion segmentation, Video sequences, Videos, Video deblurring, image deblurring, non-uniform blur kernel. BibRef

Xiong, J.J.[Jiao-Jiao], Liu, Q.[Qiegen], Wang, Y.[Yuhao], Xu, X.L.[Xiao-Ling],
A two-stage convolutional sparse prior model for image restoration,
JVCIR(48), No. 1, 2017, pp. 268-280.
Elsevier DOI 1708
Image deblurring BibRef

Yue, T., Suo, J., Cao, X., Dai, Q.,
Efficient Method for High-Quality Removal of Nonuniform Blur in the Wavelet Domain,
CirSysVideo(27), No. 9, September 2017, pp. 1869-1881.
IEEE DOI 1709
Computational modeling, Deconvolution, Image reconstruction, Kernel, Matrix decomposition, Wavelet domain, Wavelet transforms, Deblur, nonblind, nonuniform, wavelet BibRef

Zhang, L., Zhou, L., Huang, H.,
Bundled Kernels for Nonuniform Blind Video Deblurring,
CirSysVideo(27), No. 9, September 2017, pp. 1882-1894.
IEEE DOI 1709
Cameras, Deconvolution, Estimation, Image restoration, Kernel, Video sequences, Bundled kernels, homography, residual deconvolution, video, deblurring BibRef

Xu, X., Pan, J., Zhang, Y.J., Yang, M.H.,
Motion Blur Kernel Estimation via Deep Learning,
IP(27), No. 1, January 2018, pp. 194-205.
IEEE DOI 1712
image enhancement, image filtering, image restoration, learning (artificial intelligence), neural nets, blurred images, sharp edges BibRef

Li, W.B.[Wen-Bin], Chen, D.[Da], Lv, Z.[Zhihan], Yan, Y.[Yan], Cosker, D.[Darren],
Learn to model blurry motion via directional similarity and filtering,
PR(75), No. 1, 2018, pp. 327-338.
Elsevier DOI 1712
Optical flow BibRef

Chandramouli, P., Jin, M., Perrone, D., Favaro, P.,
Plenoptic Image Motion Deblurring,
IP(27), No. 4, April 2018, pp. 1723-1734.
IEEE DOI 1802
Cameras, Estimation, Lenses, Microoptics, Sensor arrays, Spatial resolution, Plenoptic camera, blind deconvolution, motion blur BibRef

Shen, Z.Y.[Zi-Yi], Xu, T.F.[Ting-Fa], Pan, J.S.[Jin-Shan], Guo, J.[Jie],
Non-uniform motion deblurring with Kernel grid regularization,
SP:IC(62), 2018, pp. 1-15.
Elsevier DOI 1802
Non-uniform deblurring, Blind deconvolution, Total variation regularization, Kernel mapping BibRef

Lin, T.C., Hou, L., Liu, H., Li, Y., Truong, T.K.,
Reconstruction of Single Image from Multiple Blurry Measured Images,
IP(27), No. 6, June 2018, pp. 2762-2776.
IEEE DOI 1804
autonomous aerial vehicles, deconvolution, image matching, image reconstruction, image representation, image restoration, joint estimation BibRef

LeBlanc, J.W.[Joel W.], Thelen, B.J.[Brian J.], Hero, A.O.[Alfred O.],
Joint camera blur and pose estimation from aliased data,
JOSA-A(35), No. 4, April 2018, pp. 639-651.
DOI Link 1804
Image reconstruction-restoration, Inverse problems, Optical transfer functions, Testing, Calibration, Information theoretical analysis BibRef

Lahouli, I.[Ichraf], Haelterman, R.[Robby], Degroote, J.[Joris], Shimoni, M.[Michal], De Cubber, G.[Geert], Attia, R.[Rabah],
Accelerating Existing Non-Blind Image Deblurring Techniques through a Strap-On Limited-Memory Switched Broyden Method,
IEICE(E101-D), No. 5, May 2018, pp. 1288-1295.
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Earlier: A2, A1, A4, A3, Only:
Limited memory switched Broyden method for faster image deblurring,
MVA17(366-369)
DOI Link 1708
Acceleration, Convergence, History, Image restoration, Iterative methods, Organizations, Switches BibRef

Lu, Y., Xie, F., Jiang, Z.,
Kernel estimation for motion blur removal using deep convolutional neural network,
ICIP17(3755-3759)
IEEE DOI 1803
Estimation, Feature extraction, Image edge detection, Image restoration, Kernel, Predictive models, Training, motion blur BibRef

Gupta, K., Bhowmick, B., Majumdar, A.,
Motion blur removal via coupled autoencoder,
ICIP17(480-484)
IEEE DOI 1803
Couplings, Deconvolution, Image resolution, Kernel, Neural networks, Testing, Training, autoencoder, coupling, deblurring, motion blur, split bregman BibRef

Ramakrishnan, S., Pachori, S., Gangopadhyay, A., Raman, S.,
Deep Generative Filter for Motion Deblurring,
CVPV17(2993-3000)
IEEE DOI 1802
Cameras, Convolution, Gallium nitride, Generators, Image restoration, Kernel, Sun BibRef

Nimisha, T.M., Singh, A.K., Rajagopalan, A.N.,
Blur-Invariant Deep Learning for Blind-Deblurring,
ICCV17(4762-4770)
IEEE DOI 1802
Cameras, Dictionaries, Image restoration, Kernel, Machine learning, Training BibRef

Kim, T.H., Lee, K.M., Schölkopf, B., Hirsch, M.,
Online Video Deblurring via Dynamic Temporal Blending Network,
ICCV17(4058-4067)
IEEE DOI 1802
cameras, image motion analysis, image restoration, image sequences, motion estimation, recurrent neural nets, Streaming media BibRef

Bahat, Y., Efrat, N., Irani, M.,
Non-uniform Blind Deblurring by Reblurring,
ICCV17(3306-3314)
IEEE DOI 1802
image restoration, learning (artificial intelligence), CNN-based blind-deblurring, blind image deblurring, Training data BibRef

Pan, J., Dong, J., Tai, Y.W., Su, Z., Yang, M.H.,
Learning Discriminative Data Fitting Functions for Blind Image Deblurring,
ICCV17(1077-1085)
IEEE DOI 1802
deconvolution, image motion analysis, image restoration, learning (artificial intelligence), blind image deblurring, Optimization BibRef

Park, H., Lee, K.M.,
Joint Estimation of Camera Pose, Depth, Deblurring, and Super-Resolution from a Blurred Image Sequence,
ICCV17(4623-4631)
IEEE DOI 1802
cameras, image reconstruction, image resolution, image restoration, image sequences, optimisation, pose estimation, BibRef

Noroozi, M.[Mehdi], Chandramouli, P.[Paramanand], Favaro, P.[Paolo],
Motion Deblurring in the Wild,
GCPR17(65-77).
Springer DOI 1711
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Srinivasan, P.P., Ng, R., Ramamoorthi, R.,
Light Field Blind Motion Deblurring,
CVPR17(2354-2362)
IEEE DOI 1711
Apertures, Cameras, Estimation, Kernel, Photography BibRef

Pan, L., Dai, Y., Liu, M., Porikli, F.M.[Fatih M.],
Simultaneous Stereo Video Deblurring and Scene Flow Estimation,
CVPR17(6987-6996)
IEEE DOI 1711
Benchmark testing, Cameras, Estimation, Kernel, Motion estimation, Optical imaging, BibRef

Nah, S., Kim, T.H., Lee, K.M.,
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring,
CVPR17(257-265)
IEEE DOI 1711
Cameras, Computer architecture, Dynamics, Estimation, Image restoration, Kernel, Training BibRef

Dansereau, D.G., Eriksson, A., Leitner, J.,
Richardson-Lucy Deblurring for Moving Light Field Cameras,
LightField17(1783-1794)
IEEE DOI 1709
Cameras, Convolution, Estimation, Geometry, Rendering (computer graphics), Robot vision systems, Trajectory BibRef

Zon, N.[Naftali], Hanocka, R.[Rana], Kiryati, N.[Nahum],
Fast and Easy Blind Deblurring Using an Inverse Filter and PROBE,
CAIP17(II: 269-281).
Springer DOI 1708
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Zhao, J.C.[Jia-Cai], Ma, J.[Jie], Fang, B.[Bin], Quan, S.[Siwen], Hu, F.Y.[Fang-Yu],
Fast motion deblurring using gyroscopes and strong edge prediction,
ICPR16(739-744)
IEEE DOI 1705
Cameras, Estimation, Gyroscopes, Image edge detection, Image reconstruction, Image restoration, Kernel, deblurring, gyroscopes, motion blur, point spread function (PSF), strong, edge, prediction BibRef

Cronje, J.,
Deep convolutional neural networks for dense non-uniform motion deblurring,
ICVNZ15(1-5)
IEEE DOI 1701
image restoration BibRef

Pan, J., Hu, Z., Su, Z., Lee, H.Y., Yang, M.H.,
Soft-Segmentation Guided Object Motion Deblurring,
CVPR16(459-468)
IEEE DOI 1612
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Hu, Z., Yuan, L., Lin, S., Yang, M.H.,
Image Deblurring Using Smartphone Inertial Sensors,
CVPR16(1855-1864)
IEEE DOI 1612
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Punnappurath, A.[Abhijith], Balaji, Y.[Yogesh], Mohan, M.[Mahesh], Rajagopalan, A.N.[Ambasamudram Narayanan],
Deep Decoupling of Defocus and Motion Blur for Dynamic Segmentation,
ECCV16(VII: 750-765).
Springer DOI 1611
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Chakrabarti, A.[Ayan],
A Neural Approach to Blind Motion Deblurring,
ECCV16(III: 221-235).
Springer DOI 1611
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Komatsu, T., Kondou, S., Saito, T.,
Restoration of a Poissonian-Gaussian color moving-image sequence with virtual multiplex imaging and super-resolution deblurring,
ICIP16(1963-1967)
IEEE DOI 1610
Color BibRef

Teo, T.A.[Tee-Ann], Zhan, K.Z.[Kai-Zhi],
Integration of Image-Derived and POS-derived Features for Image Blur Detection,
ISPRS16(B1: 1051-1055).
DOI Link 1610
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Zhen, R., Stevenson, R.L.,
Motion deblurring and depth estimation from multiple images,
ICIP16(2688-2692)
IEEE DOI 1610
Cameras BibRef

Tan, F., Liu, S., Zeng, L., Zeng, B.,
Kernel-free video deblurring via synthesis,
ICIP16(2683-2687)
IEEE DOI 1610
Cameras BibRef

Liu, Y.Q.[Yi-Qun], Ostermann, J.[Jorn],
Fast motion blur compensation in HEVC using fixed-length filter,
ICIP15(2567-2571)
IEEE DOI 1512
HEVC; Motion Blur; Video Coding BibRef

Vasu, S.[Subeesh], Rajagopalan, A.N., Seetharaman, G.[Gunasekaran],
Tapping motion blur for robust normal estimation of planar scenes,
ICIP15(2761-2765)
IEEE DOI 1512
Motion blur BibRef

Zhang, Y.[Yi], Hirakawa, K.[Keigo],
Fast spatially varying object motion blur estimation,
ICIP15(646-650)
IEEE DOI 1512
Spatially varying blur BibRef

Zhang, X.X.[Xin-Xin], Wang, R.G.[Rong-Gang], Tian, Y.H.[Yong-Hong], Wang, W.M.[Wen-Min], Gao, W.[Wen],
Image deblurring using robust sparsity priors,
ICIP15(138-142)
IEEE DOI 1512
Motion blur; deblurring; image reconstruction; kernel estimation BibRef

Sieberth, T., Wackrow, R., Chandler, J.H.,
UAV Image Blur: Its Influence and Ways to Correct It,
UAV-g15(33-39).
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Sun, J.[Jian], Cao, W.[Wenfei], Xu, Z.B.[Zong-Ben], Ponce, J.[Jean],
Learning a convolutional neural network for non-uniform motion blur removal,
CVPR15(769-777)
IEEE DOI 1510
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Su, S.[Shuochen], Heidrich, W.[Wolfgang],
Rolling shutter motion deblurring,
CVPR15(1529-1537)
IEEE DOI 1510
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Zhang, H.[Haichao], Yang, J.C.[Jian-Chao],
Intra-frame deblurring by leveraging inter-frame camera motion,
CVPR15(4036-4044)
IEEE DOI 1510
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Kim, T.H.[Tae Hyun], Lee, K.M.[Kyoung Mu],
Generalized video deblurring for dynamic scenes,
CVPR15(5426-5434)
IEEE DOI 1510
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Ma, Z.Y.[Zi-Yang], Liao, R.J.[Ren-Jie], Tao, X.[Xin], Xu, L.[Li], Jia, J.Y.[Jia-Ya], Wu, E.[Enhua],
Handling motion blur in multi-frame super-resolution,
CVPR15(5224-5232)
IEEE DOI 1510
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Gong, W.G.[Wei-Guo], Wang, W.Z.[Wen-Zhi], Li, W.H.[Wei-Hong], Tang, S.[Shu],
Temporal Consistency Based Method for Blind Video Deblurring,
ICPR14(861-864)
IEEE DOI 1412
Anisotropic magnetoresistance BibRef

Zhang, H.C.[Hai-Chao], Carin, L.[Lawrence],
Multi-shot Imaging: Joint Alignment, Deblurring, and Resolution-Enhancement,
CVPR14(2925-2932)
IEEE DOI 1409
joint alignment and deblurring;multi-shot imaging BibRef

Shi, J.P.[Jian-Ping], Xu, L.[Li], Jia, J.Y.[Jia-Ya],
Discriminative Blur Detection Features,
CVPR14(2965-2972)
IEEE DOI 1409
Image blur analysis; blur detection; blur feature BibRef

Sindelar, O.[Ondrej], Scoubek, F.[Filip], Milanfar, P.[Peyman],
Space-Variant Image Deblurring on Smartphones Using Inertial Sensors,
IWMV14(191-192)
IEEE DOI 1409
gyroscope; mobile phone; space-variant deconvolution BibRef

Wulff, J.[Jonas], Black, M.J.[Michael Julian],
Modeling Blurred Video with Layers,
ECCV14(VI: 236-252).
Springer DOI 1408
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Duan, J.Y.[Jiang-Yong], Meng, G.F.[Gao-Feng], Xiang, S.M.[Shi-Ming], Pan, C.H.[Chun-Hong],
Multi-scale Deblurring with Smooth Region Constraints,
ACPR13(581-585)
IEEE DOI 1408
deconvolution BibRef

Huang, H.Y.[Hui-Yu], Tsai, W.C.[Wei-Chang],
Image Deblurring Using Fast Best Kernel Retrieval,
ACPR13(611-615)
IEEE DOI 1408
image motion analysis BibRef

Kim, T.H.[Tae Hyun], Lee, K.M.[Kyoung Mu],
Segmentation-Free Dynamic Scene Deblurring,
CVPR14(2766-2773)
IEEE DOI 1409
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Kim, T.H.[Tae Hyun], Ahn, B.[Byeongjoo], Lee, K.M.[Kyoung Mu],
Dynamic Scene Deblurring,
ICCV13(3160-3167)
IEEE DOI 1403
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Hacohen, Y.[Yoav], Shechtman, E.[Eli], Lischinski, D.[Dani],
Deblurring by Example Using Dense Correspondence,
ICCV13(2384-2391)
IEEE DOI 1403
deblurring; image restoration BibRef

Arun, M., Rajagopalan, A.N., Seetharaman, G.[Guna],
Multi-Shot Deblurring for 3D Scenes,
IR15(217-225)
IEEE DOI 1602
Cameras BibRef

Punnappurath, A.[Abhijith], Rajagopalan, A.N., Seetharaman, G.[Guna],
Registration and occlusion detection in motion blur,
ICIP13(2519-2523)
IEEE DOI 1402
Occlusion; non-uniform blur; registration; sparsity BibRef

Vougioukas, K.[Konstantinos], Boom, B.J.[Bastiaan J.], Fisher, R.B.[Robert B.],
Adaptive deblurring of surveillance video sequences that deteriorate over time,
ICIP13(1085-1089)
IEEE DOI 1402
Cameras BibRef

Purkait, P.[Pulak], Chanda, B.[Bhabatosh],
A fast and robust deblurring technique on high noise environment,
ICIP13(872-876)
IEEE DOI 1402
Image resolution BibRef

Wang, F.[Fang], Li, T.X.[Tian-Xing], Li, Y.[Yi],
Dual deblurring leveraged by image matching,
ICIP13(567-571)
IEEE DOI 1402
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Chabok, M.,
Eliminating and Modelling Non-metric Camera Sensor Distortions Caused by Sidewise and Forward Motion of the UAV,
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Bando, Y.[Yosuke],
An Analysis of Focus Sweep for Improved 2D Motion Invariance,
CCD13(945-952)
IEEE DOI 1309
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Komander, B.[Birgit], Lorenz, D.A.[Dirk A.],
Denoising of Image Gradients and Constrained Total Generalized Variation,
SSVM17(435-446).
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Laue, E.[Eileen], Lorenz, D.A.[Dirk A.],
Variational Methods for Motion Deblurring with Still Background,
SSVM13(74-85).
Springer DOI 1305
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Sonoda, T.[Toshiki], Nagahara, H.[Hajime], Taniguchi, R.I.[Rin-Ichiro],
Motion-Invariant Coding Using a Programmable Aperture Camera,
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Springer DOI 1304
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Bae, H.H.[Hyeoung-Ho], Fowlkes, C.C.[Charless C.], Chou, P.H.[Pai H.],
Accurate motion deblurring using camera motion tracking and scene depth,
WACV13(148-153).
IEEE DOI 1303
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Patch Mosaic for Fast Motion Deblurring,
ACCV12(III:322-335).
Springer DOI 1304
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Xu, Y.Q.[Yu-Quan], Hu, X.Y.[Xi-Yuan], Peng, S.L.[Si-Long],
Robust Image Deblurring Using Hyper Laplacian Model,
eHeritage12(II:49-60).
Springer DOI 1304
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Kobayashi, T.[Takeyuki], Sakaue, F.[Fumihiko], Sato, J.[Jun],
Depth and Arbitrary Motion Deblurring Using Integrated PSF,
LightField14(576-587).
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Naito, R.[Ryosuke], Kobayashi, T.[Takeyuki], Sakaue, F.[Fumihiko], Sato, J.[Jun],
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ICPR12(2177-2180).
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Real-time global motion blur detection,
ICIP12(3101-3104).
IEEE DOI 1302
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Wei, X.F.[Xiao-Feng], Geng, Z.X.[Ze-Xun], Chao, J.[Jiang], Chen, S.[Shen],
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CVRS12(100-104).
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Soleimani, S.[Seyfollah], Sukumaran, J.P.[Jacob Premkumar], Douterloigne, K.[Koen], Rooms, F.[Filip], Philips, W.[Wilfried], de Baets, P.[Patrick],
Correction, Stitching and Blur Estimation of Micro-graphs Obtained at High Speed,
ACIVS12(84-95).
Springer DOI 1209
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Shah, C.A., Schickler, W.,
Automated Blur Detection And Removal In Airborne Imaging Systems Using Imu Data,
ISPRS12(XXXIX-B1:321-323).
DOI Link 1209
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Xu, L.[Li], Jia, J.,
Depth-aware motion deblurring,
ICCP12(1-8).
IEEE DOI 1208
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McCloskey, S., Muldoon, K., Venkatesha, S.,
Motion aware motion invariance,
ICCP14(1-9)
IEEE DOI 1411
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And:
Motion invariance and custom blur from lens motion,
ICCP11(1-8).
IEEE DOI 1208
image capture BibRef

Cho, T.S.[Taeg Sang], Levin, A., Durand, F., Freeman, W.T.,
Motion blur removal with orthogonal parabolic exposures,
ICCP10(1-8).
IEEE DOI 1208
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Cho, T.S.[Taeg Sang], Paris, S.[Sylvain], Horn, B.K.P.[Berthold K. P.], Freeman, W.T.[William T.],
Blur kernel estimation using the radon transform,
CVPR11(241-248).
IEEE DOI 1106
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Tai, Y.W.[Yu-Wing], Lin, S.[Stephen],
Motion-aware noise filtering for deblurring of noisy and blurry images,
CVPR12(17-24).
IEEE DOI 1208
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Kim, S.Y.[Sun-Yeong], Tai, Y.W.[Yu-Wing], Kim, S.J.[Seon Joo], Brown, M.S.[Michael S.], Matsushita, Y.[Yasuyuki],
Nonlinear camera response functions and image deblurring,
CVPR12(25-32).
IEEE DOI 1208
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Ji, H.[Hui], Wang, K.[Kang],
A two-stage approach to blind spatially-varying motion deblurring,
CVPR12(73-80).
IEEE DOI 1208
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Lee, H.S.[Hee Seok], Kwon, J.H.[Jung-Hyun], Lee, K.M.[Kyoung Mu],
Simultaneous localization, mapping and deblurring,
ICCV11(1203-1210).
IEEE DOI 1201
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Jin, M., Roth, S., Favaro, P.[Paolo],
Noise-Blind Image Deblurring,
CVPR17(3834-3842)
IEEE DOI 1711
Algorithm design and analysis, Bayes methods, Estimation, Image restoration, Kernel, Noise level, Robustness BibRef

Martinello, M.[Manuel], Favaro, P.[Paolo],
Fragmented aperture imaging for motion and defocus deblurring,
ICIP11(3413-3416).
IEEE DOI 1201
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Hua, B.S.[Binh-Son], Low, K.L.[Kok-Lim],
Interactive motion deblurring using light streaks,
ICIP11(1553-1556).
IEEE DOI 1201
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Yang, S.X.[Shuang-Xue], Liu, H.[Hong], Liu, B.Y.[Ben-Yong], Liao, X.[Xiang],
Blurring length estimation using ringing artifacts in a deblurred image,
IASP11(84-88).
IEEE DOI 1112
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Chen, H.Y.[Hai-Yan], Cao, M.H.[Ming-Hua], Wang, H.Q.[Hui-Qin], Hu, J.Q.[Jia-Qi], Hu, W.T.[Wen-Tao],
Research on the restoration of motion-blurred images of Ochotona curzoniae,
IASP11(147-150).
IEEE DOI 1112
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Veeravasarapu, V.S.R.[V.S. Rao], Sivaswamy, J.[Jayanthi],
Motion deblurring as optimisation,
ICCVGIP10(267-273).
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Zheng, Y.[Yali], Nobuhara, S.[Shohei], Sheikh, Y.[Yaser],
Structure from motion blur in low light,
CVPR11(2569-2576).
IEEE DOI 1106
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Sarker, A.[Abeed], Hamey, L.G.C.[Leonard G.C.],
Improved Reconstruction of Flutter Shutter Images for Motion Blur Reduction,
DICTA10(417-422).
IEEE DOI 1012
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Chen, X.G.[Xiao-Gang], Yang, J.[Jie], Wu, Q.A.[Qi-Ang], Zhao, J.J.[Jia-Jia],
Motion blur detection based on lowest directional high-frequency energy,
ICIP10(2533-2536).
IEEE DOI 1009
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Tico, M.[Marius], Gelfand, N.[Natasha], Pulli, K.A.[Kari A.],
Motion-blur-free exposure fusion,
ICIP10(3321-3324).
IEEE DOI 1009
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Asai, H.[Haruka], Oyamada, Y.[Yuji], Pilet, J.[Julien], Saito, H.[Hideo],
Cepstral analysis based blind deconvolution for motion blur,
ICIP10(1153-1156).
IEEE DOI 1009
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Lelégard, L.[Lâmân], Delaygue, E., Brédif, M.[Mathieu], Vallet, B.[Bruno],
Detecting And Correcting Motion Blur from Images Shot with Channel-Dependent Exposure Time,
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Lelégard, L.[Lâmân], Brédif, M.[Mathieu], Vallet, B.[Bruno], Boldo, D.[Didier],
Motion blur detection in aerial images shot with channel-dependent exposure time,
PCVIA10(A:180).
PDF File. 1009
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Gupta, A.[Ankit], Joshi, N.[Neel], Zitnick, C.L.[C. Lawrence], Cohen, M.[Michael], Curless, B.[Brian],
Single Image Deblurring Using Motion Density Functions,
ECCV10(I: 171-184).
Springer DOI 1009
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Gupta, A., Bhat, P., Dontcheva, M., Deussen, O., Curless, B., Cohen, M.,
Enhancing and experiencing spacetime resolution with videos and stills,
ICCP09(1-9).
IEEE DOI 1208
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Li, F.[Feng], Li, Z.J.[Zi-Jia], Saunders, D.[David], Yu, J.Y.[Jing-Yi],
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ICCV11(217-224).
IEEE DOI 1201
analysis of deblurring BibRef

Yahyanejad, S.[Saeed], Strom, J.[Jacob],
Removing motion blur from barcode images,
IWMV10(41-46).
IEEE DOI 1006
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Zhuo, S.J.[Shao-Jie], Guo, D.[Dong], Sim, T.[Terence],
Robust flash deblurring,
CVPR10(2440-2447).
IEEE DOI 1006
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Li, Y.P.[Yun-Peng], Kang, S.B.[Sing Bing], Joshi, N.[Neel], Seitz, S.M.[Steve M.], Huttenlocher, D.P.[Daniel P.],
Generating sharp panoramas from motion-blurred videos,
CVPR10(2424-2431).
IEEE DOI 1006
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Tai, Y.W.[Yu-Wing], Kong, N.[Naejin], Lin, S.[Stephen], Shin, S.Y.[Sung Yong],
Coded exposure imaging for projective motion deblurring,
CVPR10(2408-2415).
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Wang, W.[Weiran], Carreira-Perpinan, M.A.[Miguel A.],
Manifold blurring mean shift algorithms for manifold denoising,
CVPR10(1759-1766).
IEEE DOI Video of talk:
WWW Link. 1006
BibRef

Sun, H.W.[Hong-Wei], Desvignes, M.[Michel], Yan, Y.H.[Yun-Hui],
Motion blur adaptive identification from natural image model,
ICIP09(137-140).
IEEE DOI 0911
BibRef

Angelopoulou, M.E.[Maria E.], Bouganis, C.S.[Christos-Savvas], Cheung, P.Y.K.[Peter Y. K.],
A sensor-based approach to linear blur identification for real-time video enhancement,
ICIP09(141-144).
IEEE DOI 0911
BibRef

Wang, C.[Chao], Sun, L.F.[Li-Feng], Chen, Z.Y.[Zhuo-Yuan], Yang, S.Q.[Shi-Qiang], Zhang, J.W.[Jian-Wei],
Robust Inter-Scale Non-Blind Image Motion Deblurring,
ICIP09(149-152).
IEEE DOI 0911
BibRef

Wang, C.[Chao], Sun, L.F.[Li-Feng], Chen, Z.Y.[Zhuo-Yuan], Yang, S.Q.[Shi-Qiang], Zhang, J.W.[Jian-Wei],
High-quality non-blind motion deblurring,
ICIP09(153-156).
IEEE DOI 0911
BibRef

Schoberl, M.[Michael], Fobel, S.[Siegfried], Bloss, H.[Hans], Kaup, A.[Andre],
Modeling of image shutters and motion blur in analog and digital camera systems,
ICIP09(3457-3460).
IEEE DOI 0911
BibRef

Sun, Y.[Yubao], Wei, Z.H.[Zhi-Hui],
Image Recovery By Peaceman-Rachford Operator Splitting Method,
CISP09(1-4).
IEEE DOI 0910
BibRef

Zhang, H.C.[Hai-Chao], Zhang, Y.N.[Yan-Ning],
Robust Multiframe Blind Image Deblurring,
CISP09(1-5).
IEEE DOI 0910
BibRef

Cui, L.[Le], Ding, W.R.[Wen-Rui], Man, Y.Y.[Yi-Yun], Wang, D.[Dong],
Restoration of Defocus Blur Image Based on Global Phase Coherence,
CISP09(1-5).
IEEE DOI 0910
BibRef

Liang, M.[Min], Zhu, H.[Hong], Zhang, X.[Xin], Dong, M.[Min],
A New Restoration Scheme for Defocus Blurred Image using Multiscale-Decomposition,
CISP09(1-3).
IEEE DOI 0910
BibRef

Joshi, N.[Neel], Zitnick, C.L.[C. Lawrence], Szeliski, R.S.[Richard S.], Kriegman, D.J.[David J.],
Image deblurring and denoising using color priors,
CVPR09(1550-1557).
IEEE DOI 0906
BibRef

Dai, S.Y.[Sheng-Yang], Wu, Y.[Ying],
Removing partial blur in a single image,
CVPR09(2544-2551).
IEEE DOI 0906
BibRef
Earlier:
Estimating space-variant motion blur without deblurring,
ICIP08(661-664).
IEEE DOI 0810
BibRef

Agrawal, A.[Amit], Xu, Y.[Yi],
Coded exposure deblurring: Optimized codes for PSF estimation and invertibility,
CVPR09(2066-2073).
IEEE DOI 0906
BibRef

Caiy, J.F.[Jian-Feng], Jiz, H.[Hui], Liuy, C.Q.[Chao-Qiang], Shenz, Z.W.[Zuo-Wei],
High-quality curvelet-based motion deblurring from an image pair,
CVPR09(1566-1573).
IEEE DOI 0906
BibRef

Agrawal, A.[Amit], Raskar, R.[Ramesh],
Optimal single image capture for motion deblurring,
CVPR09(2560-2567).
IEEE DOI 0906
BibRef

Subbarao, M.[Murali], Kang, Y.S.[Youn-Sik], Dutta, S.[Satyaki], Tu, X.[Xue],
Localized and computationally efficient approach to shift-variant image deblurring,
ICIP08(657-660).
IEEE DOI 0810
BibRef

Yuan, Z.[Zheng], Li, J.X.[Jian-Xun], Zhu, Z.F.[Zheng-Fu],
Robust image restoration for rotary motion degradations and the motion parameter identification,
ICIP08(501-504).
IEEE DOI 0810
BibRef

Liu, R.T.[Ren-Ting], Li, Z.R.[Zhao-Rong], Jia, J.Y.[Jia-Ya],
Image partial blur detection and classification,
CVPR08(1-8).
IEEE DOI 0806
Detect the blurred regions for restoration. BibRef

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

Ji, H.[Hui], Liu, C.Q.[Chao-Qiang],
Motion blur identification from image gradients,
CVPR08(1-8).
IEEE DOI 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 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 0806
BibRef

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

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

Jia, J.Y.[Jia-Ya],
Single Image Motion Deblurring Using Transparency,
CVPR07(1-8).
IEEE DOI 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 0710
BibRef

Nieuwenhuis, C.[Claudia], Berkels, B.[Benjamin], Rumpf, M.[Martin], Cremers, D.[Daniel],
Interactive Motion Segmentation,
DAGM10(483-492).
Springer DOI 1009
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 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 0709
BibRef

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

Sinha, A.[Abhijit], Wu, X.L.[Xiao-Lin],
Fast Generalized Motion Estimation and Superresolution,
ICIP07(V: 413-416).
IEEE DOI 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).
Springer DOI 0711
BibRef

Saito, T.[Takahiro], Ishikawa, K.I.[Ken-Ichi], Komatsu, T.[Takashi],
Super-resolution interpolation with a quasi blur-hypothesis,
ICIP11(1145-1148).
IEEE DOI 1201
BibRef

Tsubaki, I.[Ikuko], Komatsu, T.[Takashi], Saito, T.[Takahiro],
Interframe Motion Deblurring using Spatio-Temporal Regularization,
ICIP07(IV: 409-412).
IEEE DOI 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 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 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).
Springer DOI 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).
Springer DOI 0708
BibRef

Tico, M., Trimeche, M., Vehvilainen, M.,
Motion Blur Identification Based on Differently Exposed Images,
ICIP06(2021-2024).
IEEE DOI 0610
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).
IEEE DOI 0610
BibRef

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

Lin, H.Y.[Huei-Yung], Chang, C.H.[Chia-Hong],
Photo-Consistent Motion Blur Modeling for Realistic Image Synthesis,
PSIVT06(1273-1282).
Springer DOI 0612
BibRef
Earlier:
Depth Recovery from Motion Blurred Images,
ICPR06(I: 135-138).
IEEE DOI 0609
BibRef
And:
Depth Recovery from Motion and Defocus Blur,
ICIAR06(II: 122-133).
Springer DOI 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 0505
BibRef

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

Pan, H.[Hao], Feng, X.F.[Xiao-Fan], Daly, S.,
LCD Motion Blur Modeling and Analysis,
ICIP05(II: 21-24).
IEEE DOI 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 DOI 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 DOI 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 DOI 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).
Springer DOI 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 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 9208
BibRef

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

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

Last update:Jun 14, 2018 at 16:13:32