18.4.3.11 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.
WWW Link. 0501
BibRef
Earlier:
Restoration of Multiple Images with Motion Blur in Different Directions,
WACV00(22-28).
WWW Link. 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 Link. 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.
WWW Link. 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.
WWW Link. 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],
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Image, deblurring BibRef

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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

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CVPR16(459-468)
IEEE DOI 1612
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CVPR16(1855-1864)
IEEE DOI 1612
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A Neural Approach to Blind Motion Deblurring,
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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

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Integration of Image-Derived and POS-derived Features for Image Blur Detection,
ISPRS16(B1: 1051-1055).
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Zhen, R., Stevenson, R.L.,
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ICIP16(2688-2692)
IEEE DOI 1610
Cameras BibRef

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Kernel-free video deblurring via synthesis,
ICIP16(2683-2687)
IEEE DOI 1610
Cameras BibRef

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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],
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ICIP15(2761-2765)
IEEE DOI 1512
Motion blur BibRef

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ICIP15(646-650)
IEEE DOI 1512
Spatially varying blur BibRef

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ICIP15(138-142)
IEEE DOI 1512
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IEEE DOI 1510
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CVPR15(1529-1537)
IEEE DOI 1510
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CVPR15(4036-4044)
IEEE DOI 1510
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IEEE DOI 1510
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IEEE DOI 1510
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IEEE DOI 1412
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Multi-shot Imaging: Joint Alignment, Deblurring, and Resolution-Enhancement,
CVPR14(2925-2932)
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joint alignment and deblurring;multi-shot imaging BibRef

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Discriminative Blur Detection Features,
CVPR14(2965-2972)
IEEE DOI 1409
Image blur analysis; blur detection; blur feature BibRef

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Space-Variant Image Deblurring on Smartphones Using Inertial Sensors,
IWMV14(191-192)
IEEE DOI 1409
gyroscope; mobile phone; space-variant deconvolution BibRef

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Modeling Blurred Video with Layers,
ECCV14(VI: 236-252).
Springer DOI 1408
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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

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Multi-Shot Deblurring for 3D Scenes,
IR15(217-225)
IEEE DOI 1602
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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],
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WACV13(148-153).
IEEE DOI 1303
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Patch Mosaic for Fast Motion Deblurring,
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Springer DOI 1304
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Robust Image Deblurring Using Hyper Laplacian Model,
eHeritage12(II:49-60).
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Naito, R.[Ryosuke], Kobayashi, T.[Takeyuki], Sakaue, F.[Fumihiko], Sato, J.[Jun],
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Correction, Stitching and Blur Estimation of Micro-graphs Obtained at High Speed,
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Automated Blur Detection And Removal In Airborne Imaging Systems Using Imu Data,
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ICCP12(1-8).
IEEE DOI 1208
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McCloskey, S., Muldoon, K., Venkatesha, S.,
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ICCP14(1-9)
IEEE DOI 1411
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Motion invariance and custom blur from lens motion,
ICCP11(1-8).
IEEE DOI 1208
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IEEE DOI 1208
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Tai, Y.W.[Yu-Wing], Lin, S.[Stephen],
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IEEE DOI 1208
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IEEE DOI 1208
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IEEE DOI 1208
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Lee, H.S.[Hee Seok], Kwon, J.H.[Jung-Hyun], Lee, K.M.[Kyoung Mu],
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ICCV11(1203-1210).
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ICIP11(3413-3416).
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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],
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Tico, M.[Marius], Gelfand, N.[Natasha], Pulli, K.A.[Kari A.],
Motion-blur-free exposure fusion,
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Asai, H.[Haruka], Oyamada, Y.[Yuji], Pilet, J.[Julien], Saito, H.[Hideo],
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Lelégard, L.[Lâmân], Delaygue, E., Brédif, M.[Mathieu], Vallet, B.[Bruno],
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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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IEEE DOI 1006
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Tai, Y.W.[Yu-Wing], Kong, N.[Naejin], Lin, S.[Stephen], Shin, S.Y.[Sung Yong],
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CVPR10(2408-2415).
IEEE DOI 1006
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Wang, W.[Weiran], Carreira-Perpinan, M.A.[Miguel A.],
Manifold blurring mean shift algorithms for manifold denoising,
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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).
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Wang, C.[Chao], Sun, L.F.[Li-Feng], Chen, Z.Y.[Zhuo-Yuan], Yang, S.Q.[Shi-Qiang], Zhang, J.W.[Jian-Wei],
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ICIP09(149-152).
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Wang, C.[Chao], Sun, L.F.[Li-Feng], Chen, Z.Y.[Zhuo-Yuan], Yang, S.Q.[Shi-Qiang], Zhang, J.W.[Jian-Wei],
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IEEE DOI 0911
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Schoberl, M.[Michael], Fobel, S.[Siegfried], Bloss, H.[Hans], Kaup, A.[Andre],
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ICIP09(3457-3460).
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Sun, Y.[Yubao], Wei, Z.H.[Zhi-Hui],
Image Recovery By Peaceman-Rachford Operator Splitting Method,
CISP09(1-4).
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Zhang, H.C.[Hai-Chao], Zhang, Y.N.[Yan-Ning],
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Joshi, N.[Neel], Zitnick, C.L.[C. Lawrence], Szeliski, R.S.[Richard S.], Kriegman, D.J.[David J.],
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Dai, S.Y.[Sheng-Yang], Wu, Y.[Ying],
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IEEE DOI 0906
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ICIP08(661-664).
IEEE DOI 0810
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Agrawal, A.[Amit], Xu, Y.[Yi],
Coded exposure deblurring: Optimized codes for PSF estimation and invertibility,
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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,
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IEEE DOI 0906
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Agrawal, A.[Amit], Raskar, R.[Ramesh],
Optimal single image capture for motion deblurring,
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Subbarao, M.[Murali], Kang, Y.S.[Youn-Sik], Dutta, S.[Satyaki], Tu, X.[Xue],
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ICIP08(657-660).
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CVPR08(1-8).
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CVPR08(1-8).
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Li, F.[Feng], Yu, J.Y.[Jing-Yi], Chai, J.X.[Jin-Xiang],
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CVPR08(1-8).
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Chen, J.[Jia], Yuan, L.[Lu], Tang, C.K.[Chi-Keung], Quan, L.[Long],
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CVPR08(1-8).
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Lukic, T.[Tibor], Sladoje, N.[Nataša], Lindblad, J.[Joakim],
Deterministic Defuzzification Based on Spectral Projected Gradient Optimization,
DAGM08(xx-yy).
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Rotational Motion Deblurring of a Rigid Object from a Single Image,
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Jia, J.Y.[Jia-Ya],
Single Image Motion Deblurring Using Transparency,
CVPR07(1-8).
IEEE DOI 0706
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Cho, S.H.[Sung-Hyun], Matsushita, Y.[Yasuyuki], Lee, S.Y.[Seung-Yong],
Removing Non-Uniform Motion Blur from Images,
ICCV07(1-8).
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Nieuwenhuis, C.[Claudia], Berkels, B.[Benjamin], Rumpf, M.[Martin], Cremers, D.[Daniel],
Interactive Motion Segmentation,
DAGM10(483-492).
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Bar, L.[Leah], Berkels, B.[Benjamin], Rumpf, M.[Martin], Sapiro, G.[Guillermo],
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IEEE DOI 0710
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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
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Suresh, K.V., Rajagopalan, A.N.,
Super-Resolution using Motion and Defocus Cues,
ICIP07(IV: 213-216).
IEEE DOI 0709
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Sinha, A.[Abhijit], Wu, X.L.[Xiao-Lin],
Fast Generalized Motion Estimation and Superresolution,
ICIP07(V: 413-416).
IEEE DOI 0709
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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).
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Saito, T.[Takahiro], Ishikawa, K.I.[Ken-Ichi], Komatsu, T.[Takashi],
Super-resolution interpolation with a quasi blur-hypothesis,
ICIP11(1145-1148).
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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:Aug 9, 2017 at 18:37:22