5.3.13 Color, Multispectral, Multi-Channel Restoration

Chapter Contents (Back)
Image Restoration. Color Image Restoration. See also Hyperspectral Images Restoration, Denoising. See also Photometric Calibration, Radiometric Calibration, Spectral Calibration, Color Calibration. See also Color Correction, Weather Effects.

Chin, R.T., Yeh, C.L., Olson, W.S.,
Restoration of Multichannel Microwave Radiometric Images,
PAMI(7), No. 4, July 1985, pp. 475-484. BibRef 8507

Chin, R.T., Yeh, C.L.,
A Method to Restore Multichannel Imagery,
CVPR83(422-426). BibRef 8300

Galatsanos, N.P., Katsaggelos, A.K.,
Methods for choosing the regularization parameter and estimating the noise variance in image restoration and their relation,
IP(1), No. 3, July 1992, pp. 322-336.
IEEE DOI 0402
BibRef

Zhu, W., Galatsanos, N.P., Katsaggelos, A.K.,
Regularized Multichannel Restoration Using Cross-Validation,
GMIP(57), No. 1, 1995, pp. 38-yy. BibRef 9500

Mesarovic, V.Z., Galatsanos, N.P., Katsaggelos, A.K.,
Regularized constrained total least squares image restoration,
IP(4), No. 8, August 1995, pp. 1096-1108.
IEEE DOI 0402
BibRef

Mesarovic, V.Z., Galatsanos, N.P.,
MAP and regularized constrained total least-squares image restoration,
ICIP94(III: 177-181).
IEEE DOI 9411
BibRef

Yang, Y.Y.[Yong-Yi], Choi, M.[Mungi], Galatsanos, N.P.,
New results on multichannel regularized recovery of compressed video,
ICIP98(I: 391-395).
IEEE DOI 9810
BibRef
Earlier: A2, A1, A3:
Regularized Multichannel Recovery of Compressed Video,
ICIP97(I: 271-274).
IEEE DOI BibRef

Schultz, R.R., Stevenson, R.L.,
Stochastic modeling and estimation of multispectral image data,
IP(4), No. 8, August 1995, pp. 1109-1119.
IEEE DOI 0402
Color restoration, not just multiple monochrome restorations. BibRef

Keren, D.[Daniel], Osadchy, M.[Margarita],
Restoring subsampled color images,
MVA(11), No. 4, 1999, pp. 197-202.
Springer DOI 0001
BibRef

Pappas, M., Pitas, I.,
Digital Color Restoration of Old Paintings,
IP(9), No. 2, February 2000, pp. 291-294.
IEEE DOI 0003
BibRef

Angelopoulos, G., Pitas, I.,
Multichannel Wiener filters in color image restoration,
CirSysVideo(4), No. 1, February 1994, pp. 83-87, 102.
IEEE Top Reference. 0206
BibRef

Sezan, M.I., and Trussell, H.J.,
Prototype image constraints for settheoretic image restoration,
TSP(39), No. 10, October 1991, pp. 2275-2285. BibRef 9110

Altunbasak, H., Trussell, H.J.,
Colorimetric restoration of digital images,
IP(10), No. 3, March 2001, pp. 393-402.
IEEE DOI 0104
BibRef

Celebi, H., Trussell, H.J.,
Colorimetric restoration of digital images,
ICIP98(I: 206-210).
IEEE DOI 9810
BibRef

Pai, H.T.[Hung-Ta], Bovik, A.C.,
On eigenstructure-based direct multichannel blind image restoration,
IP(10), No. 10, October 2001, pp. 1434-1446.
IEEE DOI 0110
BibRef

Mersereau, R.M.[Russell M.],
Recovering multidimensional signals from their projections,
CGIP(2), No. 2, October 1973, pp. 179-195.
Elsevier DOI 0501
BibRef

Gunturk, B.K., Altunbasak, Y., Mersereau, R.M.,
Color plane interpolation using alternating projections,
IP(11), No. 9, September 2002, pp. 997-1013.
IEEE DOI 0210
See also Multiframe blocking-artifact reduction for transform-coded video. See also Gunturk-Altunbasak-Mersereau Alternating Projections Image Demosaicking. BibRef

Zhang, M., Gunturk, B.K.,
Multiresolution Bilateral Filtering for Image Denoising,
IP(17), No. 12, December 2008, pp. 2324-2333.
IEEE DOI 0811
See also Fast Bilateral Filter With Arbitrary Range and Domain Kernels. BibRef

Gul, M.S.K., Gunturk, B.K.[Bahadir K.],
Spatial and Angular Resolution Enhancement of Light Fields Using Convolutional Neural Networks,
IP(27), No. 5, May 2018, pp. 2146-2159.
IEEE DOI 1804
cameras, feedforward neural nets, image enhancement, image resolution, image sensors, super-resolution BibRef

Brook, A.[Alexander], Kimmel, R.[Ron], Sochen, N.A.[Nir A.],
Variational Restoration and Edge Detection for Color Images,
JMIV(18), No. 3, May 2003, pp. 247-268.
DOI Link 0304
BibRef

Bar, L.[Leah], Sochen, N.A.[Nir A.], Kiryati, N.[Nahum],
Semi-Blind Image Restoration Via Mumford-Shah Regularization,
IP(15), No. 2, February 2006, pp. 483-493.
IEEE DOI 0602
BibRef
Earlier:
Variational Pairing of Image Segmentation and Blind Restoration,
ECCV04(Vol II: 166-177).
Springer DOI 0405
See also Blind Space-Variant Single-Image Restoration of Defocus Blur. BibRef

Kimmel, R.[Ron], Sochen, N.A.[Nir A.],
Geometric-Variational Approach for Color Image Enhancement and Segmentation,
ScaleSpace99(294-305). BibRef 9900

Cree, M.J.,
Observations on Adaptive Vector Filters for Noise Reduction in Color Images,
SPLetters(11), No. 2, February 2004, pp. 140-143.
IEEE Abstract. 0402
BibRef

Hatakeyama, Y.[Yutaka], Kawamoto, K.[Kazuhiko], Nobuhara, H.[Hajime], Yoshida, S.I.[Shin-Ichi], Hirota, K.[Kaoru],
Color restoration algorithm for dynamic images under multiple luminance conditions using correction vectors,
PRL(26), No. 9, 1 July 2005, pp. 1304-1315.
Elsevier DOI 0506
BibRef

Uma, S., Annadurai, S.,
Colour Image Restoration Using Morphological Neural Network,
GVIP(05), No. V8, 2005, pp. 53-60.
HTML Version. BibRef 0500

Ma, Z., Wu, H.R., Feng, D.,
Partition-Based Vector Filtering Technique for Suppression of Noise in Digital Color Images,
IP(15), No. 8, August 2006, pp. 2324-2342.
IEEE DOI 0606
BibRef

Tsai, C.Y., Song, K.T.,
Heterogeneity-Projection Hard-Decision Color Interpolation Using Spectral-Spatial Correlation,
IP(16), No. 1, January 2007, pp. 78-91.
IEEE DOI 0701
BibRef

Lukac, R.[Rastislav], Plataniotis, K.N.[Konstantinos N.], Venetsanopoulos, A.N.[Anastasios N.],
Color image denoising using evolutionary computation,
IJIST(15), No. 5, 2005, pp. 236-251.
DOI Link 0512
See also Self-adaptive algorithm of impulsive noise reduction in color images. BibRef

Lukac, R.[Rastislav], Plataniotis, K.N.[Konstantinos N.], Venetsanopoulos, A.N.[Anastasios N.],
Color image processing,
CVIU(107), No. 1-2, July-August 2007, pp. 1-2.
Elsevier DOI 0706
BibRef

Drago, F.[Fredric], Chiba, N.[Norishige],
Locally Adaptive Chromatic Restoration Of Digitally Acquired Paintings,
IJIG(5), No. 3, July 2005, pp. 617-637. 0507
BibRef

Auroux, D.[Didier], Belaid, L.J.[Lamia Jaafar], Rjaibi, B.[Badreddine],
Application Of The Topological Gradient Method To Color Image Restoration,
SIIMS(3), No. 2, 2010, pp. 153-175.
DOI Link 1004
topological gradient; topological asymptotic expansion; image restoration; Di Zenzo gradient; color vision BibRef

Netravali, I.A.[Ilka A.], Holt, R.J.[Robert J.], Webb, C.[Charles],
Perceptual denoising of color images,
IJIST(20), No. 3, September 2010, pp. 215-222.
DOI Link 1008
Tradeoff of sharpness and perceived noise. BibRef

Buemi, A.[Antonio], Bruna, A.R.[Arcangelo R.], Mancuso, M.[Massimo], Capra, A.[Alessandro], Spampinato, G.[Giuseppe],
Chroma Noise Reduction in DCT Domain Using Soft-Thresholding,
JIVP(2010), 2010, pp. xx-yy.
DOI Link 1202
BibRef

Shen, H.F.[Huan-Feng], Zhao, W.[Wennan], Yuan, Q.Q.[Qiang-Qiang], Zhang, L.P.[Liang-Pei],
Blind Restoration of Remote Sensing Images by a Combination of Automatic Knife-Edge Detection and Alternating Minimization,
RS(6), No. 8, 2014, pp. 7491-7521.
DOI Link 1410
BibRef

Lee, J.S.[Jung-San],
RII: Renovating the irregular illumination of digital image archives,
JVCIR(24), No. 7, 2013, pp. 739-751.
Elsevier DOI 1309
Digital archive. Restoration. BibRef

Lee, J.[Jino], Park, R.H.[Rae-Hong], Chang, S.[Soon_Keun],
Noise reduction using multiscale bilateral decomposition for digital color images,
SIViP(8), No. 7, October 2014, pp. 1345-1355.
WWW Link. 1410
BibRef

Roe, E.[Edward], Barros de Mello, C.A.[Carlos Alexandre],
Restoring images of ancient color postcards,
VC(31), No. 5, May 2015, pp. 627-641.
WWW Link. 1505
BibRef

Sun, J.[Jian], Xu, Z.B.[Zing-Ben],
Color Image Denoising via Discriminatively Learned Iterative Shrinkage,
IP(24), No. 11, November 2015, pp. 4148-4159.
IEEE DOI 1509
image colour analysis BibRef

Dinh, K.Q., Canh, T.N., Jeon, B.,
Color Image Denoising via Cross-Channel Texture Transferring,
SPLetters(23), No. 8, August 2016, pp. 1071-1075.
IEEE DOI 1608
image colour analysis BibRef

Gai, S., Wang, L., Yang, G., Yang, P.,
Sparse representation based on vector extension of reduced quaternion matrix for multiscale image denoising,
IET-IPR(10), No. 8, 2016, pp. 598-607.
DOI Link 1608
image colour analysis BibRef

Feiz, R.[Raheleh], Rezghi, M.[Mansoor],
A splitting method for total least squares color image restoration problem,
JVCIR(46), No. 1, 2017, pp. 48-57.
Elsevier DOI 1706
Structured, total, least, squares, (STLS) BibRef

Rezghi, M.,
A Novel Fast Tensor-Based Preconditioner for Image Restoration,
IP(26), No. 9, September 2017, pp. 4499-4508.
IEEE DOI 1708
approximation theory, image restoration, singular value decomposition, tensors, blurring matrix approximation, blurring tensor operator, fast tensor-based preconditioner, image processing, Tensile stress, HOSVD, Image restoration, Lanczos bidiagonalization, iterative methods, preconditioning, tensor BibRef

Ono, S.[Shunsuke],
Primal-Dual Plug-and-Play Image Restoration,
SPLetters(24), No. 8, August 2017, pp. 1108-1112.
IEEE DOI 1708
image denoising, image restoration, iterative methods, ADMM-based plug-and-play approach, alternating direction method of multipliers, general image restoration task, highly-customized Gaussian denoising method, primal-dual plug-and-play image restoration method, primal-dual splitting, problem-specific iterative method, Convex functions, Image restoration, Iterative methods, Noise measurement, Noise reduction, Optimization, Signal processing algorithms, Image restoration, plug-and-play approach, primal-dual, splitting, (PDS) BibRef

Ono, S.[Shunsuke], Yamada, I.[Isao],
A Convex Regularize for Reducing Color Artifact in Color Image Recovery,
CVPR13(1775-1781)
IEEE DOI 1309
Color image recovery; color lines; convex optimization BibRef

Ardizzone, E., Dindo, H., Mazzola, G.,
A knowledge based architecture for the virtual restoration of ancient photos,
PR(74), No. 1, 2018, pp. 326-339.
Elsevier DOI 1711
Image, restoration BibRef

Gao, D., Wu, X.,
Multispectral Image Restoration via Inter- and Intra-Block Sparse Estimation Based on Physically-Induced Joint Spatiospectral Structures,
IP(27), No. 8, August 2018, pp. 4038-4051.
IEEE DOI 1806
Geometry, Image color analysis, Image restoration, Spatial resolution, sparse representation BibRef

Suresh, S., Lal, S., Chen, C., Celik, T.,
Multispectral Satellite Image Denoising via Adaptive Cuckoo Search-Based Wiener Filter,
GeoRS(56), No. 8, August 2018, pp. 4334-4345.
IEEE DOI 1808
FIR filters, Gaussian noise, geophysical image processing, image denoising, image filtering, image restoration, optimisation, satellite image denoising BibRef

Wang, Y.T.[Yu-Tan], Dai, Y.P.[Ying-Peng], Liu, X.N.[Xiang-Nan], Liu, B.H.[Bo-Han], Guo, X.Y.[Xiao-Yun],
Study on the method of colour image noise reduction based on optimal channel-processing,
IET-IPR(12), No. 9, September 2018, pp. 1555-1559.
DOI Link 1809
BibRef

Gai, S.[Shan],
Color image denoising via monogenic matrix-based sparse representation,
VC(35), No. 1, January 2018, pp. 109-122.
WWW Link. 1902
BibRef

Kong, Z., Yang, X.,
Color Image and Multispectral Image Denoising Using Block Diagonal Representation,
IP(28), No. 9, Sep. 2019, pp. 4247-4259.
IEEE DOI 1908
image colour analysis, image denoising, image filtering, image representation, matrix algebra, block diagonal representation BibRef


Pierre, F.[Fabien], Aujol, J.F.[Jean-François], Deledalle, C.A.[Charles-Alban], Papadakis, N.[Nicolas],
Luminance-Guided Chrominance Denoising with Debiased Coupled Total Variation,
EMMCVPR17(235-248).
Springer DOI 1805
BibRef

Zhang, J.J.[Jian-Jun], Zhang, J.L.[Jian-Li], Gao, M.[Meng],
Two Effective Algorithms for Color Image Denoising,
CVS17(207-217).
Springer DOI 1711
BibRef

Lefkimmiatis, S.,
Non-local Color Image Denoising with Convolutional Neural Networks,
CVPR17(5882-5891)
IEEE DOI 1711
Color, Computational modeling, Image denoising, Image restoration, Linear programming, Machine learning, Noise, reduction BibRef

Nam, S.[Seonghyeon], Hwang, Y.B.[Young-Bae], Matsushita, Y.[Yasuyuki], Kim, S.J.[Seon Joo],
A Holistic Approach to Cross-Channel Image Noise Modeling and Its Application to Image Denoising,
CVPR16(1683-1691)
IEEE DOI 1612
BibRef

Xie, Q., Zhao, Q., Meng, D., Xu, Z., Gu, S., Zuo, W., Zhang, L.,
Multispectral Images Denoising by Intrinsic Tensor Sparsity Regularization,
CVPR16(1692-1700)
IEEE DOI 1612
BibRef

Hosono, K., Ono, S., Miyata, T.,
Weighted tensor nuclear norm minimization for color image denoising,
ICIP16(3081-3085)
IEEE DOI 1610
Clustering algorithms BibRef

Tsai, C.L.[Chia-Liang], Tu, W.C.[Wei-Chih], Chien, S.Y.[Shao-Yi],
Efficient natural color image denoising based on guided filter,
ICIP15(43-47)
IEEE DOI 1512
BibRef

Timofte, R.,
Anchored fusion for image restoration,
ICPR16(1412-1417)
IEEE DOI 1705
Dictionaries, Image denoising, Image resolution, Image restoration, Neural networks, Noise measurement, Noise, reduction BibRef

Honda, H.[Hiroto], Timofte, R.[Radu], Van Gool, L.J.[Luc J.],
Make my day: High-fidelity color denoising with Near-Infrared,
PBVS15(82-90)
IEEE DOI 1510
Cameras BibRef

Hou, J.U.[Jong-Uk], Jang, H.U.[Han-Ul], Lee, H.K.[Heung-Kyu],
Hue modification estimation using sensor pattern noise,
ICIP14(5287-5291)
IEEE DOI 1502
Colored noise BibRef

Peng, Y.[Yi], Meng, D.Y.[De-Yu], Xu, Z.B.[Zong-Ben], Gao, C.Q.[Chen-Qiang], Yang, Y.[Yi], Zhang, B.[Biao],
Decomposable Nonlocal Tensor Dictionary Learning for Multispectral Image Denoising,
CVPR14(2949-2956)
IEEE DOI 1409
Multispectral image denoising; dictionary learning; tensor analysis BibRef

Åström, F.[Freddie], Baravdish, G.[George], Felsberg, M.[Michael],
A Tensor Variational Formulation of Gradient Energy Total Variation,
EMMCVPR15(307-320).
Springer DOI 1504
BibRef
Earlier:
On Tensor-Based PDEs and Their Corresponding Variational Formulations with Application to Color Image Denoising,
ECCV12(III: 215-228).
Springer DOI 1210
BibRef

Loosli, C.[Cédric], Jehan-Besson, S.[Stéphanie], Koko, J.[Jonas],
Uzawa Block Relaxation Methods for Color Image Restoration,
Color12(II: 492-503).
Springer DOI 1210
BibRef

Malik, K.[Krystyna], Smolka, B.[Bogdan],
Modified Bilateral Filter for the Restoration of Noisy Color Images,
ACIVS12(72-83).
Springer DOI 1209
BibRef

Rouf, M.[Mushfiqur], Lau, C.[Cheryl], Heidrich, W.[Wolfgang],
Gradient domain color restoration of clipped highlights,
PROCAMS12(7-14).
IEEE DOI 1207
BibRef

Nikitenko, D.[Denis], Wirth, M.[Michael],
Improved Quadratic Mapping Algorithm for Restoring Colour in Faded Photographs and Slides,
CRV11(175-182).
IEEE DOI 1105
See also Effect of Colour Space on Image Sharpening Algorithms, The. BibRef

Hara, T.[Takayuki], Guan, H.[Haike],
Color image denoising using e-neighborhood Gaussian model,
ICIP10(1921-1924).
IEEE DOI 1009
BibRef

Saito, T.[Takahiro], Takagaki, Y.[Yousuke], Komatsu, T.[Takashi],
Three kinds of color total-variation semi-norms and its application to color-image denoising,
ICIP11(1457-1460).
IEEE DOI 1201
BibRef

Saito, T.[Takahiro], Fujii, N.[Nobuhiro], Komatsu, T.[Takashi],
Iterative soft color-shrinkage for color-image denoising,
ICIP09(3837-3840).
IEEE DOI 0911
BibRef

Bosco, A.[Angelo], Battiato, S.[Sebastiano], Bruna, A.R.[Arcangelo R.], Rizzo, R.[Rosetta],
Texture Sensitive Denoising for Single Sensor Color Imaging Devices,
CCIW09(130-139).
Springer DOI 0903
BibRef

He, L.[Lei], Li, C.M.[Chun-Ming], Xu, C.Y.[Chen-Yang],
Intensity statistics-based HSI diffusion for color photo denoising,
CVPR08(1-8).
IEEE DOI 0806
BibRef
And: A1, A3, Only:
Color Photo Denoising Via Hue, Saturation and Intensity Diffusion,
ICIAR08(xx-yy).
Springer DOI 0806
BibRef

He, L.[Lei],
Spatially varying weighted HSI diffusion for color image denoising,
ICIP08(581-584).
IEEE DOI 0810
BibRef

Parmar, M.[Manu], Reeves, S.J.[Stanley J.], Denney, T.S.[Thomas S.],
Bayesian Restoration of Color Images using a Non-Homogenous Cross-Channel Prior,
ICIP07(III: 505-508).
IEEE DOI 0709
BibRef

Duijster, A.[Arno], de Backer, S.[Steve], Scheunders, P.[Paul],
Multicomponent Image Restoration, an Experimental Study,
ICIAR07(58-68).
Springer DOI 0708
BibRef

San, X.[Xing], Cai, H.[Hua], Li, J.[Jiang],
Color Image Coding by using Inter-Color Correlation,
ICIP06(3117-3120).
IEEE DOI 0610
BibRef

Wu, Y.M.[Yi-Ming], Fuh, C.S.[Chiou-Shann], Hsu, J.P.[Jui-Pin],
Color interpolation for single CCD color camera,
Southwest04(90-94).
IEEE DOI 0411
BibRef

Gerace, I., Pandolfi, R.,
A color image restoration with adjacent parallel lines inhibition,
CIAP03(391-396).
IEEE DOI 0310
BibRef

Lucchese, L., Mitra, S.K.,
A new method for denoising color images,
ICIP02(II: 373-376).
IEEE DOI 0210
BibRef

Thomas, B.,
Wavelet-based Color Image Denoising,
ICIP00(Vol II: 804-807).
IEEE DOI 0008
BibRef

Barni, M.,
Multichannel M-filtering for Color Image Restoration,
ICIP00(Vol I: 529-532).
IEEE DOI 0008
BibRef

Al-Suwailem, U., and Keller, J.,
Multichannel Image Identification and Restoration Using Continuous Spatial Domain Modeling,
ICIP97(II: 466-469).
IEEE DOI BibRef 9700

Gamba, P., Lilla, M., and Mecocci, A.,
A Fast Algorithm for Target Shadow Removal in Monocular Colour Sequences,
ICIP97(I: 436-447).
IEEE DOI BibRef 9700

Chapter on Image Processing, Restoration, Enhancement, Filters, Image and Video Coding continues in
Hyperspectral Images Restoration, Denoising .


Last update:Oct 1, 2019 at 15:23:24