5.3.4 Space Varying Restoration, Adaptive Restoration

Chapter Contents (Back)
Space Variant. Adaptive. Restoration. See also Non-Local Means for Denoising.

Robbins, G.B.,
Image Restoration for a Class of Linear Spatially-Variant Degradations,
PR(2), No. 2, May 1970, pp. 91-94.
WWW Link. BibRef 7005

Trussell, H.T., and Hunt, B.R.,
Sectioned Methods for Image Restoration,
ASSP(26), April 1978, pp. 157-164. BibRef 7804

Trussell, H.T., and Hunt, B.R.,
Image Restoration of Space-Variant Blurs by Sectional Methods,
ASSP(26), 1978, pp. 608-609. BibRef 7800

Trussell, H.T., and Hunt, B.R.,
Improved Methods of Maximum a posteriori Image Restoration,
TC(27), No. 1, January 1979, pp. 57-62. BibRef 7901

Sawchuk, A.A.,
Space-Variant Image Restoration by Coordinate Transformations,
JOSA(64), 1974, pp. 138-144. BibRef 7400

Sahasrabudhe, S.C., Kulkarni, M.S.,
Shift Variant Image Degradation and Restoration Using SVD,
CGIP(9), No. 3, March 1979, pp. 203-212.
WWW Link. SVD. BibRef 7903

Chan, P., Lim, J.S.,
One-Dimensional Processing for Adaptive Image Restoration,
ASSP(33), 1985, pp. 117-126. BibRef 8500

Cooper, J.C.[J. Carl],
Noise reduction system for video signals,
US_Patent4,573,070, Feb 25, 1986
WWW Link. BibRef 8602

Youlal, H., Janati-I, M., Najim, M.,
Two-dimensional joint process lattice for adaptive restoration of images,
IP(1), No. 3, July 1992, pp. 366-378.
IEEE DOI 0402
BibRef

Pun, W.H.[Wai Ho], Jeffs, B.D.,
Adaptive image restoration using a generalized Gaussian model for unknown noise,
IP(4), No. 10, October 1995, pp. 1451-1456.
IEEE DOI 0402
BibRef

Lee, S.W.[Seong-Whan], Kim, E.S.[Eun-Soon], Tang, Y.Y.,
Nonlinear Shape Restoration of Distorted Images with Coons Transformation,
PR(29), No. 2, February 1996, pp. 217-229.
WWW Link. BibRef 9602

Lee, S.W.[Seong-Whan], Kim, E.S.[Eun-Soon],
Shape restoration of nonlinear distorted images,
ICPR94(C:208-210).
IEEE DOI 9410
BibRef

Krishnamurthy, R., Woods, J.W., Francos, J.M.,
Adaptive Restoration of Textured Images with Mixed Spectra,
IP(5), No. 4, April 1996, pp. 648-652.
IEEE DOI 9605
BibRef

Cha, I., Kassam, S.A.,
RBFN Restoration of Nonlinearly Degraded Images,
IP(5), No. 6, June 1996, pp. 964-975.
IEEE DOI 9607
BibRef
Earlier:
Nonlinear image restoration by radial basis function networks,
ICIP94(II: 580-584).
IEEE DOI 9411
BibRef

Sanz, J.L.C., Huang, T.S.,
A Unified Approach to Noniterative Linear Signal Restoration,
ASSP(32), 1984, pp. 403-409. BibRef 8400

Banham, M.R., Katsaggelos, A.K.,
Spatially Adaptive Wavelet-Based Multiscale Image Restoration,
IP(5), No. 4, April 1996, pp. 619-634.
IEEE DOI Wavelets. 9605
BibRef
Earlier:
Multiscale adaptive image restoration in the wavelet domain,
ICIP94(III: 187-191).
IEEE DOI 9411
BibRef

Stubberud, P.A., Kanai, J., Kalluri, V.,
Improving Optical Character-Recognition Accuracy Using Adaptive Image Restoration,
JEI(5), No. 3, July 1996, pp. 379-387. 9703
BibRef

Melnik, V.P., Lukin, V.V., Zelensky, A.A., Huttunen, H., Astola, J.T.,
Nonlinear Locally Adaptive and Iterative Algorithms of Image Restoration,
JEI(6), No. 4, October 1997, pp. 439-452. 9807
BibRef

Wong, H.S., Guan, L.,
Adaptive Regularization in Image Restoration Using a Model Based Neural Network,
OptEng(36), No. 12, December 1997, pp. 3297-3308. 9801
BibRef

Wong, H.S.[Hau-San], Guan, L.[Ling],
Adaptive Regularization in Image Restoration by Unsupervised Learning,
JEI(7), No. 1, January 1998, pp. 211-221. 9807
BibRef

Wong, H.S.[Hau-San], Guan, L.[Ling],
A Fuzzy Model-based Neural Network for Adaptive Regularization in Image Restoration,
ICIP99(I:391-395).
IEEE DOI BibRef 9900

Moon, T.J., Kang, M.G., Park, K.T.,
Adaptive Termination Rule for Iterative Image Restoration,
OptEng(37), No. 1, January 1998, pp. 334-339. 9802
BibRef

Naveau, P., Oh, H.S.[Hee-Seok],
Polynomial wavelet regression for images with irregular boundaries,
IP(13), No. 6, June 2004, pp. 773-781.
IEEE DOI 0406
Denoising where sampling is uniform, except on the boundary. BibRef

Zhang, X., Wang, S.,
Image restoration using truncated SVD filter bank based on an energy criterion,
VISP(153), No. 6, December 2006, pp. 825-836.
DOI Link 0702
BibRef

Ghazal, M., Amer, A., Ghrayeb, A.,
Structure-Oriented Multidirectional Wiener Filter for Denoising of Image and Video Signals,
CirSysVideo(18), No. 12, December 2008, pp. 1797-1802.
IEEE DOI 0812
BibRef

Wong, A.[Alexander], Mishra, A.K.[Akshaya K.],
Generalized Probabilistic Scale Space for Image Restoration,
IP(19), No. 10, October 2010, pp. 2774-2780.
IEEE DOI 1003
BibRef

Mishra, A.K.[Akshaya K.], Wong, A.[Alexander], Clausi, D.A.[David A.], Fieguth, P.W.[Paul W.],
Adaptive Nonlinear Image Denoising and Restoration Using a Cooperative Bayesian Estimation Approach,
ICCVGIP08(621-627).
IEEE DOI 0812
BibRef
Earlier: A2, A1, A4, A3:
An adaptive Monte Carlo approach to nonlinear image denoising,
ICPR08(1-4).
IEEE DOI 0812
BibRef

Chwyl, B.[Brendan], Wong, A.[Alexander], Clausi, D.A.[David A.],
Illumination Robust Facial Feature Detection via Decoupled Illumination and Texture Features,
ICIAR15(210-217).
Springer DOI 1507
BibRef

Wong, A.[Alexander], Clausi, D.A.[David A.], Fieguth, P.W.[Paul W.],
Adaptive Monte Carlo Retinex Method for Illumination and Reflectance Separation and Color Image Enhancement,
CRV09(108-115).
IEEE DOI 0905
BibRef

Hua, G., Guleryuz, G.,
Spatial Sparsity-Induced Prediction (SIP) for Images and Video: A Simple Way to Reject Structured Interference,
IP(20), No. 4, April 2011, pp. 889-909.
IEEE DOI 1103
BibRef

Jung, K.H.[Kyu-Hwan], Kim, N.[Namhyoung], Lee, J.W.[Jae-Wook],
Dynamic pattern denoising method using multi-basin system with kernels,
PR(44), No. 8, August 2011, pp. 1698-1707.
Elsevier DOI 1104
Kernel methods; Support vector machines; Pattern denoising; Image restoration; Dynamical system BibRef

Buades, A.[Antoni], Coll, B.[Bartomeu], Morel, J.M.[Jean-Michel],
A review of image denoising algorithms, with a new one,
Multiscale Modeling and Simulation(4), 2005, pp. 490-530.
DOI Link 1411
See also Parameter-Free Fast Pixelwise Non-Local Means Denoising. BibRef

Buades, A.[Antoni], Coll, B.[Bartomeu], Morel, J.M.[Jean-Michel],
Image data processing method by reducing image noise, and camera integrating means for implementing said method,
ED_Patent1,749,278, February 2007. 1411
BibRef

Buades, A.[Antoni], Coll, B.[Bartomeu], Morel, J.M.[Jean-Michel],
Image denoising methods: A new nonlocal principle,
SIAM_Rev(52), No. 1, 2010, pp. 113-147.
DOI Link 1411
BibRef

Cho, T.S.[Taeg Sang], Zitnick, C.L.[Charles Lawrence], Joshi, N.[Neel], Kang, S.B.[Sing Bing], Szeliski, R.S.[Richard S.], Freeman, W.T.[William T.],
Image Restoration by Matching Gradient Distributions,
PAMI(34), No. 4, April 2012, pp. 683-694.
IEEE DOI 1203
BibRef
Earlier: A1, A3, A2, A4, A5, A6:
A content-aware image prior,
CVPR10(169-176).
IEEE DOI 1006
Restoration, something other than piecewise smooth constraints. BibRef

Chakrabarti, A.[Ayan], Zickler, T.E.[Todd E.], Freeman, W.T.[William T.],
Analyzing spatially-varying blur,
CVPR10(2512-2519).
IEEE DOI 1006
BibRef

Abolghasemi, V., Ferdowsi, S., Sanei, S.,
Blind Separation of Image Sources via Adaptive Dictionary Learning,
IP(21), No. 6, June 2012, pp. 2921-2930.
IEEE DOI 1202
BibRef

Zhang, X.D.[Xuan-De], Feng, X.C.[Xiang-Chu], Wang, W.W.[Wei-Wei],
Two-Direction Nonlocal Model for Image Denoising,
IP(22), No. 1, January 2013, pp. 408-412.
IEEE DOI 1301
BibRef

Dong, W., Shi, G., Li, X.,
Nonlocal Image Restoration With Bilateral Variance Estimation: A Low-Rank Approach,
IP(22), No. 2, February 2013, pp. 700-711.
IEEE DOI 1302
BibRef

Wang, S.S.[Shan-Shan], Xia, Y.[Yong], Liu, Q.G.[Qie-Gen], Dong, P.[Pei], Feng, D.D., Luo, J.H.[Jian-Hua],
Fenchel Duality Based Dictionary Learning for Restoration of Noisy Images,
IP(22), No. 12, 2013, pp. 5214-5225.
IEEE DOI 1312
AWGN BibRef

Liu, Q.G.[Qie-Gen], Wang, S.S.[Shan-Shan], Ying, L., Peng, X.[Xi], Zhu, Y.[Yanjie], Liang, D.[Dong],
Adaptive Dictionary Learning in Sparse Gradient Domain for Image Recovery,
IP(22), No. 12, 2013, pp. 4652-4663.
IEEE DOI 1312
compressed sensing BibRef

Chen, B., Xing, L., Liang, J., Zheng, N., Principe, J.C.,
Steady-State Mean-Square Error Analysis for Adaptive Filtering under the Maximum Correntropy Criterion,
SPLetters(21), No. 7, July 2014, pp. 880-884.
IEEE DOI 1405
Adaptive filters BibRef

Zuo, W.M.[Wang-Meng], Zhang, L.[Lei], Song, C.W.[Chun-Wei], Zhang, D.[David], Gao, H.[Huijun],
Gradient Histogram Estimation and Preservation for Texture Enhanced Image Denoising,
IP(23), No. 6, June 2014, pp. 2459-2472.
IEEE DOI 1406
BibRef
Earlier: A1, A2, A3, A4, Only:
Texture Enhanced Image Denoising via Gradient Histogram Preservation,
CVPR13(1203-1210)
IEEE DOI 1309
image denoising BibRef

Knaus, C.[Claude], Zwicker, M.[Matthias],
Progressive Image Denoising,
IP(23), No. 7, July 2014, pp. 3114-3125.
IEEE DOI 1407
BibRef
Earlier:
Dual-domain image denoising,
ICIP13(440-444)
IEEE DOI 1402
Image denoising Annealing BibRef

Azzari, L., Foi, A.[Alessandro],
Indirect Estimation of Signal-Dependent Noise With Nonadaptive Heterogeneous Samples,
IP(23), No. 8, August 2014, pp. 3459-3467.
IEEE DOI 1408
Gaussian distribution BibRef

Foi, A.[Alessandro], Boracchi, G.[Giacomo],
Anisotropically foveated nonlocal image denoising,
ICIP13(464-468)
IEEE DOI 1402
Covariance matrices BibRef

Mohammadi, A., Plataniotis, K.N.,
Complex-Valued Gaussian Sum Filter for Nonlinear Filtering of Non-Gaussian/Non-Circular Noise,
SPLetters(22), No. 4, April 2015, pp. 440-444.
IEEE DOI 1411
adaptive filters BibRef

Mohammadi, A., Plataniotis, K.N.,
Structure-Induced Complex Kalman Filter for Decentralized Sequential Bayesian Estimation,
SPLetters(22), No. 9, September 2015, pp. 1419-1423.
IEEE DOI 1503
Computer architecture BibRef

Ben Hadj, S., Blanc-Féraud, L., Aubert, G.,
Space Variant Blind Image Restoration,
SIIMS(7), No. 4, 2014, pp. 2196-2225.
DOI Link 1412
BibRef

Youssef, K., Jarenwattananon, N.N., Bouchard, L.S.,
Feature-Preserving Noise Removal,
MedImg(34), No. 9, September 2015, pp. 1822-1829.
IEEE DOI 1509
AWGN BibRef

Rifkah, E.[Eva], Amer, A.[Aishy],
Non-linear diffusion of image noise with minimal iterativity,
RealTimeIP(11), No. 3, March 2016, pp. 445-455.
WWW Link. 1604
BibRef

Rakhshanfar, M.[Meisam], Amer, M.A.[Maria A.],
Low-frequency image noise removal using white noise filter,
ICIP16(1973-1977)
IEEE DOI 1610
BibRef
Earlier:
No-reference image quality assessment for removal of processed and unprocessed noise,
ICIP15(2179-2183)
IEEE DOI 1512
Cutoff frequency. No-reference quality assessment BibRef

Rakhshanfar, M.[Meisam], Amer, A.[Aishy],
Homogeneity classification for signal-dependent noise estimation in images,
ICIP14(4271-4275)
IEEE DOI 1502
AWGN BibRef

Wang, Y.[Yi], Yang, Y.[Yetao], Chen, T.[Tao],
Spectral-spatial adaptive and well-balanced flow-based anisotropic diffusion for multispectral image denoising,
JVCIR(43), No. 1, 2017, pp. 185-197.
Elsevier DOI 1702
Multispectral images BibRef

Segon, G.[Gordan], Lerga, J.[Jonatan], Sucic, V.[Victor],
Improved LPA-ICI-based estimators embedded in a signal denoising virtual instrument,
SIViP(11), No. 2, February 2017, pp. 211-218.
Springer DOI 1702
virtual instrument signal denoising. BibRef

Laus, F.[Friederike], Nikolova, M.[Mila], Persch, J.[Johannes], Steidl, G.[Gabriele],
A Nonlocal Denoising Algorithm for Manifold-Valued Images Using Second Order Statistics,
SIIMS(10), No. 1, 2017, pp. 416-448.
DOI Link 1704
BibRef


Xue, J., Zhao, Y.,
Rank-1 Tensor Decomposition for Hyperspectral Image Denoising with Nonlocal Low-Rank Regularization,
CMVIT17(40-45)
IEEE DOI 1704
hyperspectral imaging BibRef

Saragadam, V.[Vishwanath], Sankaranarayanan, A.C.[Aswin C.], Li, X.[Xin],
Cross-scale predictive dictionaries for image and video restoration,
ICIP16(709-713)
IEEE DOI 1610
Dictionaries BibRef

Dong, W., Li, G., Shi, G., Li, X., Ma, Y.,
Low-Rank Tensor Approximation with Laplacian Scale Mixture Modeling for Multiframe Image Denoising,
ICCV15(442-449)
IEEE DOI 1602
Dictionaries BibRef

Koloda, J.[Jan], Seiler, J.[Jurgen], Kaup, A.[Andre],
Denoising-based image reconstruction from pixels located at non-integer positions,
ICIP15(4565-4569)
IEEE DOI 1512
Floating mesh; adaptive denoising; image reconstruction BibRef

Wang, B.[Bo], Xiong, Z.X.[Zi-Xiang], Zhang, D.Q.[Dong-Qing], Yu, H.[Heather],
Nonlocal image denoising via collaborative spatial-domain LMMSE estimation,
ICIP14(2714-2718)
IEEE DOI 1502
Collaboration BibRef

Stephan, T.[Thomas], Beyerer, J.[Jurgen],
Computergraphical Model for Underwater Image Simulation and Restoration,
CVAUI14(73-79)
IEEE DOI 1402
Computational modeling BibRef

Rubel, A.[Aleksey], Lukin, V.V.[Vladimir V.], Pogrebnyak, O.[Oleksiy],
Efficiency of DCT-Based Denoising Techniques Applied to Texture Images,
MCPR14(261-270).
Springer DOI 1407
BibRef

Wang, B.[Bo], Tu, Z.W.[Zhuo-Wen],
Sparse Subspace Denoising for Image Manifolds,
CVPR13(468-475)
IEEE DOI 1309
BibRef

Zhao, X.Q.[Xue-Qing], Mavridis, P.[Pavlos], Schreck, T.[Tobias], Kuijper, A.[Arjan],
RDEPS: A Combined Reaction-Diffusion Equation and Photometric Similarity Filter for Optical Image Restoration,
ISVC16(II: 43-54).
Springer DOI 1701
BibRef

Thuerck, D.[Daniel], Kuijper, A.[Arjan],
Cosine-Driven Non-linear Denoising,
ICIAR13(245-254).
Springer DOI 1307
BibRef

Ladan, J., Vrscay, E.R.[Edward R.],
The Discrete Orthonormal Stockwell Transform and Variations, with Applications to Image Compression,
ICIAR13(235-244).
Springer DOI 1307
BibRef

Vijay, M., Subha, S.V.,
Spatially adaptive image restoration method using LPG-PCA and JBF,
IMVIP12(53-56).
IEEE DOI 1302
BibRef

Lakshmi, A., Rakshit, S.,
Noise Adaptive Image Restoration: A Minimum Mean Square Error Approach,
NCVPRIPG11(110-113).
IEEE DOI 1205
BibRef

Lakshmi, A., Rakshit, S.,
Image Restoration: An Edge Detection Based Regularization,
NCVPRIPG11(114-117).
IEEE DOI 1205
BibRef

Bertaccini, D.[Daniele], Chan, R.H.[Raymond H.], Morigi, S.[Serena], Sgallari, F.[Fiorella],
An Adaptive Norm Algorithm for Image Restoration,
SSVM11(194-205).
Springer DOI 1201
See also Cascadic Alternating Krylov Subspace Image Restoration Method, A. BibRef

Zhang, B.[Bin], Qi, Y.J.[Ying-Jian], Ou, Z.W.[Zhi-Wei], Jiao, Y.L.[Yan-Li],
Regularized image restoration with singular value decomposition,
IASP11(321-325).
IEEE DOI 1112
BibRef

Marquez, D.[David], Devy, M.[Michel], Sola, J.[Joan],
A new efficient nonlinear filter based on support vector machines for image denoising,
ICIP09(3865-3868).
IEEE DOI 0911
BibRef

Sorel, M.[Michal], Sroubek, F.[Filip],
Space-variant deblurring using one blurred and one underexposed image,
ICIP09(157-160).
IEEE DOI 0911
BibRef

Wang, Y.W.[Yan-Wei], Orchard, J.[Jeff],
The discrete orthonormal Stockwell transform for image restoration,
ICIP09(2761-2764).
IEEE DOI 0911
BibRef

Orchard, J.[Jeff], Ebrahimi, M.[Mehran], Wong, A.[Alexander],
Efficient nonlocal-means denoising using the SVD,
ICIP08(1732-1735).
IEEE DOI 0810
BibRef

Bilcu, R.C.[Radu Ciprian], Vehvilainen, M.[Markku],
Combined Non-Local averaging and intersection of confidence intervals for image de-noising,
ICIP08(1736-1739).
IEEE DOI 0810
BibRef

Kober, V.[Vitaly], Gomez Agis, J.[Jacobo],
Space-Variant Restoration with Sliding Discrete Cosine Transform,
CAIP07(903-911).
Springer DOI 0708
BibRef

Kober, V.[Vitaly], Ramos Michel, E.M.[Erika Margarita],
Enhancement of Noisy Images with Sliding Discrete Cosine Transform,
CIAP05(312-319).
Springer DOI 0509
BibRef

Bar, L.[Leah], Sochen, N.A.[Nir A.], Kiryati, N.[Nahum],
Restoration of Images with Piecewise Space-Variant Blur,
SSVM07(533-544).
Springer DOI 0705
See also Semi-Blind Image Restoration Via Mumford-Shah Regularization. BibRef

Hu, H.[Hao], de Haan, G.[Gerard],
Adaptive Image Restoration Based on Local Robust Blur Estimation,
ACIVS07(461-472).
Springer DOI 0708
BibRef

Zhang, W.[Wei], Yang, R.[Rui], Xue, X.Y.[Xiang-Yang], Lu, H.[Hong], Guo, Y.F.[Yue-Fei],
Quotient Set-based Nonlinear Manifold for Image Restoration,
ICARCV06(1-4).
IEEE DOI 0612
BibRef

Wang, H.C.[Hong-Cheng], Chen, Y.Q.[Yun-Qiang], Fang, T.[Tong], Tyan, J., Ahuja, N.,
Gradient Adaptive Image Restoration and Enhancement,
ICIP06(2893-2896).
IEEE DOI 0610
BibRef

Cho, D.W.[Dong-Wook], Bui, T.D.[Tien D.], Chen, G.Y.[Guang-Yi],
Image Denoising Using Neighbor and Level Dependency,
ICIAR05(91-98).
Springer DOI 0509
BibRef

Jeon, W., Yi, T.,
Image Restoration Using Dual Adaptive Regularization Operators,
ICPR00(Vol III: 45-48).
IEEE DOI 0009
BibRef

Mastropietro, D.G.[Daniel G.], Tull, D.L.[Damon L.], Kang, M.G.[Moon Gi],
A Risk-Based Frequency Adaptive Image Restoration,
ICIP99(I:367-371).
IEEE DOI BibRef 9900

Tull, D.L., Katsaggelos, A.K.,
Regularized restoration of partial-response distortions in sporadically degraded images,
ICIP98(III: 732-736).
IEEE DOI 9810
BibRef

Srinidhi, K.G., Brooks, D.H.,
Edge preserving image restoration using convex optimization,
ICIP98(II: 823-827).
IEEE DOI 9810
BibRef

Lee, S.H.[Sang Hwa], Lee, C.W.[Choong Woong],
A New Space-Adaptive Regularized Constrained Iterative Image Restoration Algorithms and Analysis of Convergence Condition,
ICIP96(I: 781-784).
IEEE DOI BibRef 9600

Chapter on Image Processing, Restoration, Enhancement, Filters, Image and Video Coding continues in
Non-Local Means for Denoising .


Last update:Apr 22, 2017 at 17:12:54