5.3.14 Color, Multispectral, Multi-Channel Restoration

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

Zhang, L., Zhang, J., Wei, W., Zhang, Y.,
Learning Discriminative Compact Representation for Hyperspectral Imagery Classification,
GeoRS(57), No. 10, October 2019, pp. 8276-8289.
IEEE DOI 1910
data compression, geophysical image processing, hyperspectral imaging, image classification, hyperspectral images (HSIs) classification BibRef

Li, X.Y.[Xiao-Yao], Zhou, Y.C.[Yi-Cong], Zhang, J.[Jing],
Color Image Denoising Using Quaternion Adaptive Non-Local Coupled Means,
ICIP19(1810-1814)
IEEE DOI 1910
Color image denoising, non-local means, quaternion adaptive non-local coupled means BibRef

Chen, Y.Y.[Yong-Yong], Xiao, X.L.[Xiao-Lin], Zhou, Y.C.[Yi-Cong],
Low-Rank Quaternion Approximation for Color Image Processing,
IP(29), 2020, pp. 1426-1439.
IEEE DOI 1911
Quaternions, Color, Image color analysis, Correlation, Sparse matrices, Minimization, Gray-scale, nonconvex approximation BibRef

Xu, T.T.[Ting-Ting], Kong, X.Y.[Xiao-Yu], Shen, Q.Q.[Qiang-Qiang], Chen, Y.Y.[Yong-Yong], Zhou, Y.C.[Yi-Cong],
Deep and Low-Rank Quaternion Priors for Color Image Processing,
CirSysVideo(33), No. 7, July 2023, pp. 3119-3132.
IEEE DOI 2307
Quaternions, Color, Tensors, Image color analysis, Noise reduction, Task analysis, Gray-scale, Low-rank quaternion representation, color image inpainting BibRef

Latorre-Carmona, P.[Pedro], Miñana, J.J.[Juan-José], Morillas, S.[Samuel],
Colour image denoising by eigenvector analysis of neighbourhood colour samples,
SIViP(14), No. 3, April 2020, pp. 483-490.
Springer DOI 2004
BibRef

Jin, L.H.[Liang-Hai], Song, E.[Enmin], Zhang, W.H.[Wen-Hua],
Denoising Color Images Based on Local Orientation Estimation and CNN Classifier,
JMIV(62), No. 4, May 2020, pp. 505-531.
WWW Link. 2005
BibRef

Jia, F.[Fan], Ma, L.Y.[Li-Yan], Yang, Y.J.[Yi-Jin], Zeng, T.Y.[Tie-Yong],
Pixel-Attention CNN With Color Correlation Loss for Color Image Denoising,
SPLetters(28), 2021, pp. 1600-1604.
IEEE DOI 2108
Image color analysis, Correlation, Noise reduction, Noise measurement, Colored noise, Feature extraction, color correlation loss BibRef

He, K.J.[Kang-Jian], Tao, D.P.[Da-Peng], Xu, D.[Dan],
Adaptive colour restoration and detail retention for image enhancement,
IET-IPR(15), No. 14, 2021, pp. 3685-3697.
DOI Link 2112
BibRef

Batard, T.[Thomas], Haro, G.[Gloria], Ballester, C.[Coloma],
DIP-VBTV: A Color Image Restoration Model Combining a Deep Image Prior and a Vector Bundle Total Variation,
SIIMS(14), No. 4, 2021, pp. 1816-1847.
DOI Link 2112
BibRef

Batard, T.[Thomas],
A Class of Priors for Color Image Restoration Parameterized by Lie Groups Acting on Pixel Values,
SIIMS(16), No. 3, 2023, pp. 1235-1280.
DOI Link 2309
BibRef

Sheng, Z.[Zehua], Yu, Z.[Zhu], Liu, X.W.[Xiong-Wei], Cao, S.Y.[Si-Yuan], Liu, Y.Q.[Yu-Qi], Shen, H.L.[Hui-Liang], Zhang, H.Q.[Hua-Qi],
Structure Aggregation for Cross-Spectral Stereo Image Guided Denoising,
CVPR23(13997-14006)
IEEE DOI 2309
BibRef

Wu, T.[Tongle], Gao, B.[Bin], Woo, W.L.,
Sliced Sparsity Measure for Tensor To Multispectral Image Denoising,
ICIP21(3817-3821)
IEEE DOI 2201
Visualization, Tensors, Art, Noise reduction, Video sequences, Time measurement, Sparse matrices, Multispectral Image Denoising BibRef

Zhuo, S., Jin, Z., Zou, W., Li, X.,
RIDNet: Recursive Information Distillation Network for Color Image Denoising,
CLI19(3896-3903)
IEEE DOI 2004
AWGN, convolutional neural nets, image colour analysis, image denoising, RIDNet, color image denoising, Recursive Network BibRef

Yuan, Y., Zhou, J., He, Z., Wang, S., Xiong, B., Liu, Q.,
High-Dimensional Embedding Denoising Autoencoding Prior for Color Image Restoration,
ICIP19(759-763)
IEEE DOI 1910
Color image restoration, denoising autoencoding, higher-dimensional embedding, SISR, deblurring 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