5.3.16 Applied Restoration, Restore Old Films, and Hardware and Systems

Naderi, F., and Sawchuk, A.A.,
Estimation of Images Degraded by Film-Grain Noise,
AppOpt(17), April 1978, pp. 1228-1237. BibRef 7804

McDonnell, M.J., Bates, R.H.T.,
Preprocessing of Degraded Images to Augment Existing Restoration Methods,
CGIP(4), No. 1, March 1975, pp. 25-39.
Elsevier DOI 0501
BibRef

McDonnell, M.J.,
Restoration of VOYAGER 1 Image of Io,
CGIP(15), No. 1, January 1981, pp. 79-86.
Elsevier DOI BibRef 8101

Piacentini, M.,
Correction for Low Sun Elevation in Landsat Imagery,
SP(5), 1983, pp. 311-318. BibRef 8300

Tavildar, A.S., Gupta, H.M., Gupta, S.N.,
Linear MMSE Filtering for Restoration of Images Degraded by Film Grain Noise,
SP(6), 1984, pp. 225-234. BibRef 8400

Tavildar, A.S., Gupta, H.M., Gupta, S.N.,
Maximum a Posteriori Estimation in Presence of Film Grain Noise,
SP(8), 1985, pp. 363-368. BibRef 8500

Diaspro, A., Sartore, M., Nicolini, C.,
3D representation of biostructures imaged with an optical microscope: Part A: Digital optical sectioning,
IVC(8), No. 2, May 1990, pp. 130-141.
Elsevier DOI 0401
Deblur microscope images. BibRef

Geman, S.[Stuart], McClure, D.E.[Donald E.], Geman, D.[Donald],
A Nonlinear Filter for Film Restoration and Other Problems in Image Processing,
GMIP(54), No. 4, July 1992, pp. 281-289.
PDF File. BibRef 9207

Lehr, J., Sibarita, J.B., Chassery, J.M.,
Image-Restoration in X-Ray Microscopy: PSF Determination and Biological Applications,
IP(7), No. 2, February 1998, pp. 258-263.
IEEE DOI 9802
BibRef

Hu, Q.W., Panchanathan, S.,
Image/Video Spatial Scalability in Compressed Domain,
IndEle(45), No. 1, February 1998, pp. 23-31. 9803
BibRef

Tom, B.C., Kang, M.G., Hong, M.C., Katsaggelos, A.K.,
Detection and Removal of Anomalies in Digitized Animation Film,
IJIST(9), No. 4, 1998, pp. 283-293. 9808
BibRef

Schallauer, P.[Peter], Pinz, A.[Axel], Haas, W.[Werner],
Automatic Restoration Algorithms for 35mm Film,
Videre(1), No. 3, Summer 1999, pp. xx-yy. BibRef 9900

Likhterov, B.[Boris], Kopeika, N.S.[Norman S.],
Mixed-Signal Architecture for Real-Time Two-Dimensional Live TV Image Restoration,
RealTimeImg(7), No. 2, April 2001, pp. 183-194.
DOI Link 0106
BibRef

Joyeux, L.[Laurent], Boukir, S.[Samia], Besserer, B.[Bernard], Buisson, O.,
Reconstruction of degraded image sequences. Application to film restoration,
IVC(19), No. 8, May 2001, pp. 503-516.
Elsevier DOI 0106
BibRef

Buisson, O., Besserer, B., Boukir, S., Helt, F.,
Deterioration Detection for Digital Film Restoration,
CVPR97(78-84).
IEEE DOI 9704
Defect removal. BibRef

Joyeux, L.[Laurent], Boukir, S.[Samia], Besserer, B.[Bernard],
Film scratch removal using Kalman filtering and Bayesian restoration,
WACV00(8-13).
IEEE DOI 0010
3 minutes of film per day (or 4K 2Kx1536 images) BibRef

Joyeux, L.[Laurent], Boukir, S.[Samia], Besserer, B.[Bernard],
Tracking and MAP reconstruction of line scratches in degraded motion pictures,
MVA(13), No. 3, 2002, pp. 119-128.
Springer DOI 0208
BibRef

Joyeux, L., Buisson, O., Besserer, B., Boukir, S.,
Detection and Removal of Line Scratches in Motion Picture Films,
CVPR99(I: 548-553).
IEEE DOI BibRef 9900

Joyeux, L.[Laurent],
Reconstruction de sequences d'images haute resolution. Application a la restauration de films cinematographiques,
Ph.D.Thesis, Universite de La Rochelle, France, January 2000. BibRef 0001

Besserer, B.[Bernard], Thiré, C.[Cedric],
Detection and Tracking Scheme for Line Scratch Removal in an Image Sequence,
ECCV04(Vol III: 264-275).
Springer DOI 0405
BibRef

Boukir, S., Suter, D.,
Application of rigid motion geometry to film restoration,
ICPR02(I: 360-363).
IEEE DOI 0211
BibRef

Buisson, O., Boukir, S., Besserer, B.,
Motion compensated film restoration,
MVA(13), No. 4, 2003, pp. 201-212.
WWW Link. 0304
BibRef

Homem, M.R.P., Mascarenhas, N.D.A., Costa, L.F., Preza, C.,
Biological Image Restoration in Optical-Sectioning Microscopy Using Prototype Image Constraints,
RealTimeImg(8), No. 6, December 2002, pp. 475-490.
DOI Link 0304
BibRef

Campisi, P., Yan, J.C.K., Hatzinakos, D.,
Signal-dependent film grain noise generation using homomorphic adaptive filtering,
VISP(147), No. 3, 2000, pp. 283-287. 0008
BibRef

Hamid, M.S., Harvey, N.R., Marshall, S.,
Genetic algorithm optimization of multidimensional grayscale soft morphological filters with applications in film archive restoration,
CirSysVideo(13), No. 5, May 2003, pp. 406-416.
IEEE Abstract. 0307
BibRef
And: Correction: CirSysVideo(13), No. 7, July 2003, pp. 726-726.
IEEE Abstract. 0308
BibRef

Jaruwatanadilok, S., Ishimaru, A., Fellow, L., Kuga, Y.,
Optical imaging through clouds and fog,
GeoRS(41), No. 8, August 2003, pp. 1834-1843.
IEEE Abstract. 0308
BibRef

Kretzschmar, R.[Ralf], Karayiannis, N.B.[Nicolaos B.], Richner, H.[Hans],
Removal of Bird-Contaminated Wind Profiler Data Based on Neural Networks,
PR(36), No. 11, November 2003, pp. 2699-2712.
Elsevier DOI 0309
BibRef

Bruni, V., Vitulano, D.,
A Generalized Model for Scratch Detection,
IP(13), No. 1, January 2004, pp. 44-50.
IEEE DOI 0402
BibRef
Earlier:
Scratch detection via underdamped harmonic motion,
ICPR02(III: 887-890).
IEEE DOI 0211
BibRef

Bruni, V., Vitulano, D., Kokaram, A.,
Fast removal of line scratches in old movies,
ICPR04(IV: 827-830).
IEEE DOI 0409
BibRef

Vitulano, D., Bruni, V., Ciarlini, P.,
Line Scratch Detection on Digital Images: An Energy Based Model,
WSCG02(477).
HTML Version. 0209
BibRef

Bruni, V.[Vittoria], Ferrara, P.[Paola], Vitulano, D.[Domenico],
Color Scratches Removal Using Human Perception,
ICIAR08(xx-yy).
Springer DOI 0806
BibRef

Bruni, V.[Vittoria], Piccoli, B.[Benedetto], Vitulano, D.[Domenico],
A fast computation method for time scale signal denoising,
SIViP(3), No. 1, January 2009, pp. xx-yy.
Springer DOI 0902
BibRef
Earlier:
A Fast Scheme for Multiscale Signal Denoising,
ICIAR08(xx-yy).
Springer DOI 0806

See also Wavelets and partial differential equations for image denoising. BibRef

Bruni, V.[Vittoria], Vitulano, D.[Domenico],
Signal and image denoising without regularization,
ICIP13(539-542)
IEEE DOI 1402
IP networks BibRef

Sadhar, S.I., Rajagopalan, A.N.,
Image Estimation in Film-Grain Noise,
SPLetters(12), No. 3, March 2005, pp. 238-241.
IEEE Abstract. 0501
BibRef

Subrahmanyam, G.R.K.S., Rajagopalan, A.N., Aravind, R.,
Importance Sampling Kalman Filter for Image Estimation,
SPLetters(14), No. 7, July 2007, pp. 453-456.
IEEE DOI 0707
Kalman Filter. BibRef
Earlier:
Unscented Kalman Filter for Image Estimation in Film-Grain Noise,
ICIP07(IV: 17-20).
IEEE DOI 0709
BibRef
Earlier:
A New Extension of Kalman Filter to Non-Gaussian Priors,
ICCVGIP06(162-171).
Springer DOI 0612

See also Recursive Filter for Despeckling SAR Images, A. BibRef

Sadhar, S.I., Rajagopalan, A.N.,
Image recovery under nonlinear and non-Gaussian degradations,
JOSA-A(22), No. 4, April 2005, pp. 604-615.
DOI Link 0601
Determine how the image is degraded then correct it. BibRef

Prasanna, J.K., Rajagopalan, A.N.,
Image restoration using the particle filter: handling non-causality,
VISP(153), No. 5, October 2006, pp. 650-656.
DOI Link 0702
BibRef

Iwasaki, A., Oyama, E.,
Correction of Stray Light and Filter Scratch Blurring for ASTER Imagery,
GeoRS(43), No. 12, December 2005, pp. 2763-2768.
IEEE DOI 0512
BibRef

Giakoumis, I., Nikolaidis, N.[Nikolaos], Pitas, I.[Ioannis],
Digital Image Processing Techniques for the Detection and Removal of Cracks in Digitized Paintings,
IP(15), No. 1, January 2006, pp. 178-188.
IEEE DOI 0601
BibRef
Earlier: A2, A3, Only:
Digital Image Processing in Painting Restoration and Archiving,
ICIP01(I: 586-589).
IEEE DOI 0108
BibRef

de Stefano, A.[Antonio], Collis, B.[Bill], White, P.R.[Paul R.],
Synthesising and reducing film grain,
JVCIR(17), No. 1, February 2006, pp. 163-182.
Elsevier DOI 0711
Film grain; Synthesis; Reduction; Wavelet transform; Non-linear filtering BibRef

Ren, J.C.[Jin-Chang], Vlachos, T.[Theodore],
Segmentation-Assisted Detection of Dirt Impairments in Archived Film Sequences,
SMC-B(37), No. 2, April 2007, pp. 463-470.
IEEE DOI 0704
BibRef
And:
Detection and Recovery of Film Dirt for Archive Restoration Applications,
ICIP07(IV: 21-24).
IEEE DOI 0709
BibRef
Earlier:
Segmentation-Assisted Dirt Detection for the Restoration of Archived Films,
BMVC05(xx-yy).
HTML Version. 0509
BibRef

Tilie, S.[Sorin], Bloch, I.[Isabelle], Laborelli, L.[Louis],
Fusion of complementary detectors for improving blotch detection in digitized films,
PRL(28), No. 13, 1 October 2007, pp. 1735-1746.
Elsevier DOI 0709
Digital film restoration; Spatio-temporal filtering; Dempster-Shafer data fusion BibRef

Amano, T.[Toshiyuki], Suzuki, R.[Ryo],
Virtual Recovery of the Deteriorated Art Object based on AR Technology,
PROCAMS07(1-2).
IEEE DOI 0706
BibRef

Bertalmio, M., Caselles, V., Pardo, Ã.,
Movie Denoising by Average of Warped Lines,
IP(16), No. 9, September 2007, pp. 2333-2347.
IEEE DOI 0709
BibRef

Mei, K., Zheng, N., Huang, C., Liu, Y., Zeng, Q.,
VLSI Design of a High-Speed and Area-Efficient JPEG2000 Encoder,
CirSysVideo(17), No. 8, August 2007, pp. 1065-1078.
IEEE DOI 0710
BibRef

Steinberg, E.[Eran], Prilutsky, Y.[Yury], Corcoran, P.[Peter], Bigioi, P.[Petronel], Zamfir, A.[Adrian], Buzuloiu, V.[Vasile], Ursu, D.[Danutz], Zamfir, M.[Marta],
Automated statistical self-calibrating detection and removal of blemishes in digital images based on multiple occurrences of dust in images,
US_Patent7,369,712, May 6, 2008
WWW Link. BibRef 0805
And:
Digital camera,
US_Patent7,315,658, Jan 1, 2008
WWW Link. BibRef
And:
Method of detecting and correcting dust in digital images based on aura and shadow region analysis,
US_Patent7,310,450, Dec 18, 2007
WWW Link. BibRef
And:
Automated statistical self-calibrating detection and removal of blemishes in digital images based on a dust map developed from actual image data,
US_Patent7,308,156, Dec 11, 2007
WWW Link. BibRef
And:
Digital image acquisition and processing system,
US_Patent7,206,461, Apr 17, 2007
WWW Link. Remove Dust. BibRef

Buades, A.[Antoni], Coll, B.[Bartomeu], Morel, J.M.[Jean-Michel],
Nonlocal Image and Movie Denoising,
IJCV(76), No. 2, February 2008, pp. 123-139.
Springer DOI 0801
BibRef

Buades, A.[Antoni], Coll, B.[Bartomeu], Morel, J.M.[Jean-Michel],
Self-Similarity-based Image Denoising,
CACM(54), No. 5, may 2011, pp. 109-117.
DOI Link 1105
The search for efficient image denoising methods is still a valid challenge at the crossing of functional analysis and statistics. BibRef

Zhang, B.Y.[Bu-Yue], Allebach, J.P.[Jan P.],
Adaptive Bilateral Filter for Sharpness Enhancement and Noise Removal,
IP(17), No. 5, May 2008, pp. 664-678.
IEEE DOI 0804
BibRef
Earlier: ICIP07(IV: 417-420).
IEEE DOI 0709
BibRef

Maddalena, L.[Lucia], Petrosino, A.[Alfredo],
Restoration of blue scratches in digital image sequences,
IVC(26), No. 10, 1 October 2008, pp. 1314-1326.
Elsevier DOI 0804
Colour digital film restoration; Blue scratch; Scratch detection; Scratch removal BibRef

Maddalena, L.[Lucia], Petrosino, A.[Alfredo], Laccetti, G.[Giuliano],
A fusion-based approach to digital movie restoration,
PR(42), No. 7, July 2009, pp. 1485-1495.
Elsevier DOI 0903
BibRef
Earlier: A3, A1, A2:
Removing Line Scratches in Digital Image Sequences by Fusion Techniques,
CIAP05(695-702).
Springer DOI 0509
Digital film restoration; Data fusion techniques; Parallel computation BibRef

Brauers, J.[Johannes], Schulte, N., Aach, T.[Til],
Multispectral Filter-Wheel Cameras: Geometric Distortion Model and Compensation Algorithms,
IP(17), No. 12, December 2008, pp. 2368-2380.
IEEE DOI 0711
Filter wheel to select color. Ghosts from reflections. BibRef

Brauers, J.[Johannes], Aach, T.[Til],
Geometric Calibration of Lens and Filter Distortions for Multispectral Filter-Wheel Cameras,
IP(19), No. 2, February 2011, pp. 496-505.
IEEE DOI 1102
BibRef
Earlier:
Modeling and Compensation of Ghosting in Multispectral Filter Wheel Cameras,
Southwest08(85-88).
IEEE DOI 0803
BibRef

Gai, J., Kang, S.B.,
Matte-Based Restoration of Vintage Video,
IP(18), No. 10, October 2009, pp. 2185-2197.
IEEE DOI 0909
BibRef

Oh, B.T., Lei, S.M., Kuo, C.C.J.,
Advanced Film Grain Noise Extraction and Synthesis for High-Definition Video Coding,
CirSysVideo(19), No. 12, December 2009, pp. 1717-1729.
IEEE DOI 0912
BibRef

Kim, K.T.[Kyung-Tai], Kim, E.Y.[Eun Yi],
Film line scratch detection using texture and shape information,
PRL(31), No. 3, 1 February 2010, pp. 250-258.
Elsevier DOI 1001
Scratch detection; Texture classification; Shape filtering; Neural network; Structuring elements (mask) BibRef

Landon, G.V.[George V.], Clarke, D.[Duncan], Seales, W.B.[W. Brent],
A New Technique for the Digitization and Restoration of Deteriorated Photographic Negatives,
JIVP(2009), No. 2009, pp. xx-yy.
DOI Link 1002
BibRef

Bruni, V., Ramponi, G., Restrepo, A., Vitulano, D.,
Context-Based Defading of Archive Photographs,
JIVP(2009), No. 2009, pp. xx-yy.
DOI Link 1002
BibRef

Bikkannavar, S., Redding, D.,
The end of the blur,
Spectrum(47), No. 3, March 2010, pp. 46-53.
IEEE DOI 1003
Processing that can eliminate the blur from telescop images. BibRef

Licsár, A.[Attila], Szirányi, T.[Tamás], Czúni, L.[László],
Trainable blotch detection on high resolution archive films minimizing the human interaction,
MVA(21), No. 5, August 2010, pp. 767-777.
WWW Link. 1011
BibRef

Ardizzone, E.[Edoardo], Dindo, H.[Haris], Mazzola, G.[Giuseppe],
Multidirectional Scratch Detection and Restoration in Digitized Old Images,
JIVP(2010), No. 2010, pp. xx-yy.
DOI Link 1101
BibRef

Ardizzone, E.[Edoardo], de Polo, A., Dindo, H.[Haris], Mazzola, G.[Giuseppe], Nanni, C.,
A Dual Taxonomy for Defects in Digitized Historical Photos,
ICDAR09(1166-1170).
IEEE DOI 0907
BibRef

Rabin, J., Delon, J.[Julie], Gousseau, Y.[Yann],
Removing Artefacts From Color and Contrast Modifications,
IP(20), No. 11, November 2011, pp. 3073-3085.
IEEE DOI 1110
BibRef

Buades, A.[Antoni], Delon, J.[Julie], Gousseau, Y.[Yann], Masnou, S.[Simon],
Adaptive blotches detection for film restoration,
ICIP10(3317-3320).
IEEE DOI 1009
BibRef

Corrigan, D., Kokaram, A., Harte, N.,
Algorithms for the Digital Restoration of Torn Films,
IP(21), No. 2, February 2012, pp. 573-587.
IEEE DOI 1201
BibRef

Corrigan, D., Kokaram, A.,
Automated treatment of film tear in degraded archived media,
ICIP04(III: 1823-1826).
IEEE DOI 0505
BibRef
And:
Diagnosis and treatment of film tear in degraded archived media,
ICPR04(IV: 779-782).
IEEE DOI 0409
BibRef

Kim, E.Y.[Eun Yi], Kim, K.T.[Kyung-Tai], Kim, B.G.[Byung-Geun],
Genetic algorithm-based reconstruction of old films corrupted by scratches and blotches,
PRL(34), No. 2, 15 January 2013, pp. 226-237.
Elsevier DOI 1212
Film restoration; Scratches; Blotches; MRF-MAP framework; Genetic algorithm BibRef

Mendelowitz, S.[Shachar], Klapp, I.[Iftach], Mendlovic, D.[David],
Design of an image restoration algorithm for the TOMBO imaging system,
JOSA-A(30), No. 6, June 2013, pp. 1193-1204.
DOI Link 1307
BibRef

Li, H.Q.[Hou-Qiang], Lu, Z.B.[Zhen-Bo], Wang, Z.Y.[Zhang-Yang], Ling, Q.[Qing], Li, W.P.[Wei-Ping],
Detection of Blotch and Scratch in Video Based on Video Decomposition,
CirSysVideo(23), No. 11, 2013, pp. 1887-1900.
IEEE DOI 1312
convex programming BibRef

Newson, A., Almansa, A., Gousseau, Y., Perez, P.,
Robust Automatic Line Scratch Detection in Films,
IP(23), No. 3, March 2014, pp. 1240-1254.
IEEE DOI 1403
filtering theory BibRef

Lee, S.[Sinwook], Jang, E.S.[Euee-Seon],
Bitstream-Level Film Noise Cancellation for Damaged Video Playback,
IEICE(E97-D), No. 3, March 2014, pp. 562-572.
WWW Link. 1403
BibRef

Yadav, R.[Ravindra], Bhattacharya, S.[Saumik], Venkatsh, K.S., Gupta, S.[Sumana],
A spatiotemporal restoration of partial color artifacts in archival films,
SIViP(10), No. 7, October 2016, pp. 1319-1326.
Springer DOI 1609
BibRef

Newson, A.[Alasdair], Faraj, N.[Noura], Galerne, B.[Bruno], Delon, J.[Julie],
Realistic Film Grain Rendering,
IPOL(7), 2017, pp. 165-183.
DOI Link 1708
BibRef

Newson, A.[Alasdair], Faraj, N.[Noura], Delon, J.[Julie], Galerne, B.[Bruno],
Analysis of a Physically Realistic Film Grain Model, and a Gaussian Film Grain Synthesis Algorithm,
SSVM17(196-207).
Springer DOI 1706
BibRef

Wang, G., Lopez-Molina, C., de Baets, B.,
High-ISO Long-Exposure Image Denoising Based on Quantitative Blob Characterization,
IP(29), 2020, pp. 5993-6005.
IEEE DOI 2005
BibRef
Earlier:
Blob Reconstruction Using Unilateral Second Order Gaussian Kernels with Application to High-ISO Long-Exposure Image Denoising,
ICCV17(4827-4835)
IEEE DOI 1802
Noise reduction, Kernel, Blob detection, Image denoising, Task analysis, Image reconstruction, Noise measurement, second-order Gaussian kernel. Gaussian processes, image colour analysis, image filtering, image matching, Kernel BibRef

Yous, H.[Hamza], Serir, A.[Amina], Yous, S.[Sofiane],
CNN-based method for blotches and scratches detection in archived videos,
JVCIR(59), 2019, pp. 486-500.
Elsevier DOI 1903
Digital archived video restoration, Defects detection, Convolutional neural network, Deep learning BibRef

Zhou, P.P.[Ping-Ping], Hou, M.[Miaole], Lv, S.Q.[Shu-Qiang], Zhao, X.S.[Xue-Sheng], Wu, W.T.[Wang-Ting],
Virtual Restoration of Stained Chinese Paintings Using Patch-Based Color Constrained Poisson Editing with Selected Hyperspectral Feature Bands,
RS(11), No. 11, 2019, pp. xx-yy.
DOI Link 1906
BibRef

Yue, H.J.[Huan-Jing], Liu, J.J.[Jian-Jun], Yang, J.Y.[Jing-Yu], Nguyen, T.Q.[Truong Q.], Wu, F.[Feng],
High ISO JPEG Image Denoising by Deep Fusion of Collaborative and Convolutional Filtering,
IP(28), No. 9, Sep. 2019, pp. 4339-4353.
IEEE DOI 1908
collaborative filtering, convolutional neural nets, filtering theory, image coding, image denoising, image filtering, high ISO images BibRef

Eckel, S., Huthwaite, P., Zscherpel, U., Schumm, A., Paul, N.,
Realistic Film Noise Generation Based on Experimental Noise Spectra,
IP(29), 2020, pp. 2987-2998.
IEEE DOI 2002
Correlation, Radiography, Computational modeling, Silver, Optical films, Optical imaging, radiography BibRef

Barricelli, B.R.[Barbara Rita], Casiraghi, E.[Elena], Lecca, M.[Michela], Plutino, A.[Alice], Rizzi, A.[Alessandro],
A cockpit of multiple measures for assessing film restoration quality,
PRL(131), 2020, pp. 178-184.
Elsevier DOI 2004
BibRef
Earlier: A4, A3, A5, Only:
A Cockpit of Measures for Image Quality Assessment in Digital Film Restoration,
NTIAP19(159-169).
Springer DOI 1909
Image quality assessment, Film restoration, Features identification BibRef

Zeng, Y.[Yuan], Gong, Y.[Yi], Zeng, X.[Xiangrui],
Controllable digital restoration of ancient paintings using convolutional neural network and nearest neighbor,
PRL(133), 2020, pp. 158-164.
Elsevier DOI 2005
Image restoration, Ancient paintings, Deep generative networks, Nearest neighbor BibRef

Jang, Y.I., Kim, Y., Cho, N.I.,
Dual Path Denoising Network for Real Photographic Noise,
SPLetters(27), 2020, pp. 860-864.
IEEE DOI 2006
Noise reduction, Training, Feature extraction, Image denoising, Convolution, Noise measurement, Cameras, image denoising BibRef

Kuzhali, S.E.[S. Elavaar], Suresh, D.S.,
Automated Image Denoising Model: Contribution Towards Optimized Internal and External Basis,
IJIG(21), No. 4, October 2021 2021, pp. 2150051.
DOI Link 2110
BibRef

Ramwala, O.A.[Ojas A.], Dhakecha, S.A.[Smeet A.], Paunwala, C.N.[Chirag N.], Paunwala, M.C.[Mita C.],
Reminiscent Net: Conditional GAN-based Old Image De-Creasing,
IJIG(21), No. 4, October 2021 2021, pp. 2150050.
DOI Link 2110
BibRef

Wan, Z.[Ziyu], Zhang, B.[Bo], Chen, D.[Dong], Zhang, P.[Pan], Chen, D.[Dong], Wen, F.[Fang], Liao, J.[Jing],
Old Photo Restoration via Deep Latent Space Translation,
PAMI(45), No. 2, February 2023, pp. 2071-2087.
IEEE DOI 2301
Image restoration, Degradation, Faces, Image color analysis, Fading channels, Task analysis, Colored noise, Image restoration, mixed degradation BibRef

Wu, S.X.[Shi-Xiang], Dong, C.[Chao], Qiao, Y.[Yu],
Blind Image Restoration Based on Cycle-Consistent Network,
MultMed(25), 2023, pp. 1111-1124.
IEEE DOI 2305
Image restoration, Training, Degradation, Unsupervised learning, Training data, Task analysis, Image reconstruction, unsupervised BibRef

Cai, H.M.[Hao-Ming], He, J.W.[Jing-Wen], Qiao, Y.[Yu], Dong, C.[Chao],
Toward Interactive Modulation for Photo-Realistic Image Restoration,
NTIRE21(294-303)
IEEE DOI 2109
Degradation, Modulation, Generative adversarial networks, Generators, Image restoration, Pattern recognition, Task analysis BibRef

Cai, W.W.[Wei-Wei], Zhang, H.[Huaidong], Xu, X.[Xuemiao], He, S.F.[Sheng-Feng], Zhang, K.[Kun], Qin, J.[Jing],
Contextual-Assisted Scratched Photo Restoration,
CirSysVideo(33), No. 10, October 2023, pp. 5458-5469.
IEEE DOI Code:
WWW Link. 2310
BibRef

Ameur, Z.[Zoubida], Hamidouche, W.[Wassim], François, E.[Edouard], Radosavljevic, M.[Miloš], Menard, D.[Daniel], Demarty, C.H.[Claire-Hélène],
Deep-Based Film Grain Removal and Synthesis,
IP(32), 2023, pp. 5046-5059.
IEEE DOI 2310
BibRef

Wan, Z.Y.[Zi-Yu], Zhang, B.[Bo], Chen, D.D.[Dong-Dong], Liao, J.[Jing],
Bringing Old Films Back to Life,
CVPR22(17673-17682)
IEEE DOI 2210
Degradation, Photography, Location awareness, Estimation error, Films, Computational modeling, Computational photography, Low-level vision BibRef

Ho, M.M.[Man M.], Zhou, J.J.[Jin-Jia],
Deep Photo Scan: Semi-Supervised Learning for dealing with the real-world degradation in Smartphone Photo Scanning,
WACV22(894-903)
IEEE DOI 2202
Degradation, Training, Shape, Digital images, Training data, Semisupervised learning, Semi- and Un- supervised Learning BibRef

Abdelhamed, A.[Abdelrahman], Yim, J.H.[Jong-Hwa], Punnappurath, A.[Abhijith], Brown, M.S.[Michael S.], Choe, J.[Jihwan], Kim, K.[Kihwan],
Extracting Vignetting and Grain Filter Effects from Photos,
WACV22(52-60)
IEEE DOI 2202
Image color analysis, Multimedia Web sites, Neural networks, Filtering algorithms, Cameras, Information filters, Visual effects, Image and Video Synthesis Low-level and Physics-based Vision BibRef

Renaudeau, A.[Arthur], Seng, T.[Travis], Carlier, A.[Axel], Pierre, F.[Fabien], Lauze, F.[François], Aujol, J.F.[Jean-François], Durou, J.D.[Jean-Denis],
Learning Defects in Old Movies from Manually Assisted Restoration,
ICPR21(5254-5261)
IEEE DOI 2105
Shape, Manuals, Motion pictures, Software, Pattern recognition, Feeds BibRef

Helm, D.[Daniel], Kampel, M.[Martin],
Overscan Detection in Digitized Analog Films by Precise Sprocket Hole Segmentation,
ISVC20(I:148-159).
Springer DOI 2103
BibRef

Wan, Z., Zhang, B., Chen, D., Zhang, P., Chen, D., Liao, J., Wen, F.,
Bringing Old Photos Back to Life,
CVPR20(2744-2754)
IEEE DOI 2008
Image restoration, Degradation, Zirconium, Image color analysis, Fading channels, Task analysis, Image resolution BibRef

Yous, H., Serir, A.,
Spatio-temporal blotches detection and removal in archive video,
ISCV17(1-6)
IEEE DOI 1710
BibRef
Earlier:
Blotch detection in archived video based on regions matching,
ISIVC16(379-383)
IEEE DOI 1704
image restoration, iterative methods, median filters, BibRef

Liu, C.[Chang], Rosin, P.L.[Paul L.], Lai, Y.K.[Yu-Kun], Davis, G.R.[Graham R.], Mills, D.[David], Norton, C.[Charles],
Recovering Historical Film Footage by Processing Microtomographic Images,
EuroMed16(I: 219-231).
Springer DOI 1611
BibRef

Belhachmi, Z., Gilliocq-Hirtz, D.,
Coupling parareal and adaptive control in optical flow estimation with application in movie's restoration,
ICCVIA15(1-6)
IEEE DOI 1603
image restoration BibRef

Kanj, A.[Ali], Talbot, H.[Hugues], Luparello, R.R.[Raoul Rodriguez],
Flicker removal and superpixel-based motion tracking for high speed videos,
ICIP17(245-249)
IEEE DOI 1803
Image color analysis, Image segmentation, Lighting, Motion segmentation, Shape, Tracking, Videos, Flicker removal, Superpixel segmentation BibRef

Kanj, A.[Ali], Talbot, H.[Hugues], Pesquet, J.C.[Jean-Christophe], Luparello, R.R.[Raoul Rodriguez],
Color deflickering for high-speed video in the presence of artificial lighting,
ICIP15(976-980)
IEEE DOI 1512
Block artifact removal BibRef

Sun, T.[Ting], Liang, L.[Luhong], Chiu, K.H.[King Hung], Wan, P.F.[Peng-Fei], Au, O.C.[Oscar C.],
DCT coefficients generation model for film grain noise and its application in super-resolution,
ICIP14(3857-3861)
IEEE DOI 1502
Correlation BibRef

Borkowski, D.[Dariusz],
Restoration of Colour Images Using Backward Stochastic Differential Equations with Reflection,
CAIP19(II:317-329).
Springer DOI 1909
BibRef

Borkowski, D.[Dariusz], Jakubowski, A.[Adam], Janczak-Borkowska, K.[Katarzyna],
Feynman-Kac Formula and Restoration of High ISO Images,
ICCVG14(100-107).
Springer DOI 1410
BibRef

Rufenacht, D.[Dominic], Trumpy, G.[Giorgio], Gschwind, R.[Rudolf], Susstrunk, S.[Sabine],
Automatic detection of dust and scratches in silver halide film using polarized dark-field illumination,
ICIP13(2096-2100)
IEEE DOI 1402
Adaptive thresholding BibRef

Newson, A.[Alasdair], Almansa, A.[Andres], Gousseau, Y.[Yann], Perez, P.[Patrick],
Temporal filtering of line scratch detections in degraded films,
ICIP13(4088-4092)
IEEE DOI 1402
Film defects; affine dominant motion; line scratches; temporal filtering BibRef

Wechtitsch, S.[Stefanie], Fassold, H.[Hannes], Schallauer, P.[Peter],
Robust detection of single-frame defects in archived film,
ICPR12(2647-2650).
WWW Link. 1302
BibRef

Schallauer, P., Morzinger, R.,
Rapid and Reliable Detection of Film Grain Noise,
ICIP06(413-416).
IEEE DOI 0610
BibRef

Li, C.[Chen], Zhou, K.[Kun], Lin, S.[Stephen],
Removal of dust artifacts in focal stack image sequences,
ICPR12(2602-2605).
WWW Link. 1302
BibRef

Ufer, N.[Nikolai], Souiai, M.[Mohamed], Cremers, D.[Daniel],
Wehrli 2.0: An Algorithm for 'Tidying up Art',
VISART12(I: 532-541).
Springer DOI 1210
BibRef

Demetriou, M.L.[Maria Lena], Hardeberg, J.Y.[Jon Yngve], Adelmann, G.[Gabriel],
Computer-Aided Reclamation of Lost Art,
VISART12(I: 551-560).
Springer DOI 1210
BibRef

Benes, M.[Miroslav], Zitova, B.[Barbara], Blazek, J.[Jan], Hradilova, J.[Janka], Hradil, D.[David],
Removing the artifacts from artwork cross-section images,
ICIP11(3537-3540).
IEEE DOI 1201
BibRef

Pardo, Á.[Álvaro],
Blotch Detection for Film Restoration,
CIARP11(64-70).
Springer DOI 1111

See also Analysis of Non-Local Image Denoising Methods. BibRef

Do, Q.B.[Quoc Bao], Luong, M.[Marie], Beghdadi, A.[Azeddine],
Detection and restoration of color-timing echo artifact for HD digital cinema films,
ICIP10(3585-3588).
IEEE DOI 1009
BibRef

Vijaykumar, V.R., Jothibasu, P.,
Decision based adaptive median filter to remove blotches, scratches, streaks, stripes and impulse noise in images,
ICIP10(117-120).
IEEE DOI 1009
BibRef

Kim, K.T.[Kyung-Tai], Kim, B.G.[Byung-Geun], Kim, E.Y.[Eun Yi],
Automatic Restoration of Scratch in Old Archive,
ICPR10(468-471).
IEEE DOI 1008
BibRef

Kim, B.G.[Byung-Geun], Kim, K.T.[Kyung-Tai], Kim, E.Y.[Eun Yi],
Reconstruction of degraded images using genetic algoritm for archive film restoration,
ICIP09(2765-2768).
IEEE DOI 0911
BibRef

Muller, S.[Stefan], Buhler, J.[Jurgen], Weitbruch, S.[Sebastien], Thebault, C.[Cedric], Doser, I.[Ingo], Neisse, O.[Olaf],
Scratch detection supported by coherency analysis of motion vector fields,
ICIP09(89-92).
IEEE DOI 0911
BibRef

Zhang, X.N.[Xiao-Na], Qi, G.Q.[Guo-Qing], Xu, R.[Rong], Zhang, T.[Tao],
An Improved Approach of Detection and Restoration Blotches in Archived Films,
CISP09(1-5).
IEEE DOI 0910
BibRef

Weddell, S.J., Webb, R.Y.,
The restoration of extended astronomical images using the spatially-variant point spread function,
IVCNZ08(1-6).
IEEE DOI 0811
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Ammar-Badri, H., Benazza-Benyahia, A.,
Wavelet-based blotch detection in old movies,
IPTA08(1-7).
IEEE DOI 0811
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Kisilev, P.[Pavel],
Automatic context-aware dust and scratch removal in scanned images,
ICIP08(2628-2631).
IEEE DOI 0810
BibRef

Nam, S.C.[Sang-Churl], Abe, M.[Masahide], Kawamata, M.[Masayuki],
Fast Blotch Detection Algorithm for Degraded Film Sequences Based on MRF Models,
ICIP07(III: 561-568).
IEEE DOI 0709
BibRef

Laborelli, L.[Louis], Chenot, J.H.[Jean-Hugues],
Dust Detection by Colour Analysis in an Optical Method of Phonographic Discs Digitisation,
ICIP07(IV: 25-28).
IEEE DOI 0709
BibRef

Wirth, M.[Michael], Bobier, B.[Bruce],
Suppression of Noise in Historical Photographs Using a Fuzzy Truncated-Median Filter,
ICIAR07(1206-1216).
Springer DOI 0708
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Berkels, B.[Benjamin], Rätz, A.[Andreas], Rumpf, M.[Martin], Voigt, A.[Axel],
Identification of Grain Boundary Contours at Atomic Scale,
SSVM07(765-776).
Springer DOI 0705
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Dizdaroglu, B.[Bekir], Gangal, A.[Ali],
A Spatiotemporal Algorithm for Detection and Restoration of Defects in Old Color Films,
ACIVS07(509-520).
Springer DOI 0708
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Zhou, C.Y.[Chang-Yin], Lin, S.[Stephen],
Removal of Image Artifacts Due to Sensor Dust,
CVPR07(1-8).
IEEE DOI 0706
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Moldovan, T.M., Roth, S., Black, M.J.,
Denoising Archival Films using a Learned Bayesian Model,
ICIP06(2641-2644).
IEEE DOI 0610
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Gangal, A.[Ali], Dizdaroglu, B.[Bekir],
Automatic Restoration of Old Motion Picture Films Using Spatiotemporal Exemplar-Based Inpainting,
ACIVS06(55-66).
Springer DOI 0609
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Romero, P.D.[Pantaleón D.], Candela, V.F.[Vicente F.],
Blind Deconvolution Models Regularized by Fractional Powers of the Laplacian,
JMIV(32), No. 2, October 2008, pp. xx-yy.
Springer DOI 0804
BibRef
Earlier:
Mathematical Models for Restoration of Baroque Paintings,
ACIVS06(24-34).
Springer DOI 0609
BibRef

Ober, R.J., Lai, X.M.[Xu-Ming], Lin, Z.P.[Zhi-Ping], Ward, E.S.,
A state space approach to noise reduction of 3D fluorescent microscopy images,
ICIP04(II: 1153-1156).
IEEE DOI 0505
BibRef

Machado, W.R.S., Mascarenhas, N.D.A., Costa, J.E.R.,
Restoration of solar radio images using adaptive regularization techniques based on clustering,
Southwest04(100-103).
IEEE DOI 0411
BibRef

Machado, W.R.S., Mascarenhas, N.D.A., Costa, J.E.R.,
The influence of the noise in the restoration of solar radio images using adaptive regularization techniques based on clustering,
ICPR04(II: 371-374).
IEEE DOI 0409
BibRef

Hanbury, A.G., Kammerer, P., Zolda, E.,
Painting crack elimination using viscous morphological reconstruction,
CIAP03(226-231).
IEEE DOI 0310
BibRef

Machi, A., Collura, F.,
Accurate spatio-temporal restoration of compact single frame defects in aged motion pictures,
CIAP03(454-459).
IEEE DOI 0310
BibRef

Haindl, M., Filip, J.,
Fast restoration of colour movie scratches,
ICPR02(III: 269-272).
IEEE DOI 0211
BibRef

Haindl, M.,
Recursive Model-based Image Restoration,
ICPR00(Vol III: 342-345).
IEEE DOI 0009
BibRef

Tegolo, D., Isgro, F.,
A genetic algorithm for scratch removal in static images,
CIAP01(507-511).
IEEE DOI 0210
BibRef

Maddalena, L.,
Efficient methods for scratch removal in image sequences,
CIAP01(547-552).
IEEE DOI 0210
BibRef

Tegolo, D., Isgrò, F.,
Scratch Detection and Removal from Static Images Using Simple Statistics and Genetic Algorithms,
ICIP01(I: 265-268).
IEEE DOI 0108
BibRef

Saito, T., Komatsu, T., Ohuchi, T., Seto, T.,
Image Processing for Restoration of Heavily-corrupted Old Film Sequences,
ICPR00(Vol III: 13-16).
IEEE DOI
IEEE DOI 0009
BibRef

Saito, T., Komatsu, T., Hoshi, T., Ohuchi, T.,
Image processing for restoration of old film sequences,
CIAP99(709-714).
IEEE DOI 9909
BibRef

Ling, J.,
Modeling and Restoration of Raman Microscopic Images,
ICIP00(Vol III: 428-431).
IEEE DOI 0008
BibRef

Ohuchi, T., Seto, T., Komatsu, T., Saito, T.,
A Robust Method of Image Flicker Correction for Heavily-corrupted Old Film Sequences,
ICIP00(Vol II: 672-675).
IEEE DOI 0008
BibRef

Seto, T., Ohuchi, T., Komatsu, T., Saito, T.,
Selective Sharpness Enhancement of Heavily-corrupted Old Film Sequences,
ICIP00(Vol II: 676-679).
IEEE DOI 0008
BibRef

Lagunovsky, D., Frucci, M., Sanniti di Baja, G.[Gabriella],
Image Processing Tools for Fresco Restoration,
ICPR00(Vol III: 326-329).
IEEE DOI 0009
BibRef

Komatsu, T.[Takashi], Saito, T.[Takahiro],
Detection and Restoration of Film Blotches Using Global Motion Segmentation,
ICIP99(III:479-483).
IEEE DOI BibRef 9900

Nguyen, M.K.[Mai K.], Guillemin, H.[Herve], Faye, C.[Christian],
Regularized Restoration of Scintigraphic Images in Bayesian Frameworks,
ICIP99(I:194-197).
IEEE DOI BibRef 9900

Saito, T.[Takahiro], Komatsu, T.[Takashi], Hoshi, T.[Tomohisa],
Practical Nonlinear Filtering for Removal of Blotches from Old Film,
ICIP99(III:164-168).
IEEE DOI BibRef 9900
Earlier: A3, A2, A1:
Film blotch removal with a spatiotemporal fuzzy filter based on local image analysis of anisotropic continuity,
ICIP98(II: 478-482).
IEEE DOI 9810
BibRef

Khriji, L.[Lazhar], Gabbouj, M.[Moncef], Ramponi, G., Ferrandiere, E.D.[E. Decenciere],
Nonlinear interpolators for old movie restoration,
ICIP99(III:169-173).
IEEE DOI http://dx.doi.org/10.1109/ICIP.1999.817093 BibRef 9900

Richardson, P., Suter, D.,
Restoration of historic film for digital compression: a case study,
ICIP95(II: 49-52).
IEEE DOI 9510
BibRef

van Kempen, G.M.P., Scholte, P.M.L.O., Young, I.T., Tuinstra, F.,
Restoration of noisy scanning tunneling microscope images,
ICPR94(C:134-136).
IEEE DOI 9410
BibRef

Pingali, G.S., Jain, R.,
Restoration of scanning probe microscope images,
WACV92(282-289).
IEEE DOI 0403
BibRef

Chapter on Image Processing, Restoration, Enhancement, Filters, Image and Video Coding continues in
Deinterlacing, De-Interlacing .