5.3.14 Applied Restoration and Hardware

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.
WWW Version. 0501
BibRef

McDonnell, M.J.,
Restoration of VOYAGER 1 Image of Io,
CGIP(15), No. 1, January 1981, pp. 79-86.
WWW Version. 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.
WWW Version. 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 Version. BibRef 9207

Adorf, H.M., Hook, R.N., Lucy, L.B.,
HST Image Restoration Developments at the ST-ECF,
IJIST(6), No. 4, Winter 1995, pp. 339-349. BibRef 9500

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 Link 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.
WWW Version. 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.
WWW Version. 0106
BibRef

Buisson, O., Besserer, B., Boukir, S., Helt, F.,
Deterioration Detection for Digital Film Restoration,
CVPR97(78-84).
IEEE Abstract. IEEE Top Reference.
WWW Version. 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 Abstract. IEEE Top Reference. 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.
HTML Version. 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 Abstract. IEEE Top Reference.
WWW Version. 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).
WWW Version. 0405
BibRef

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

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

Smolka, B., Czubin, K., Hardeberg, J.Y., Plataniotis, K.N., Szczepanski, M., Wojciechowski, K.,
Towards automatic redeye effect removal,
PRL(24), No. 11, July 2003, pp. 1767-1785.
WWW Version. 0304
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. IEEE Top Reference. 0307
BibRef
And: Correction: CirSysVideo(13), No. 7, July 2003, pp. 726-726.
IEEE Abstract. IEEE Top Reference. 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. IEEE Top Reference. 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.
WWW Version. 0309
BibRef

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

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

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

Bruni, V.[Vittoria], Ferrara, P.[Paola], Vitulano, D.[Domenico],
Color Scratches Removal Using Human Perception,
ICIAR08(xx-yy).
Springer DOI Link 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 Link 0902
BibRef
Earlier:
A Fast Scheme for Multiscale Signal Denoising,
ICIAR08(xx-yy).
Springer DOI Link 0806
BibRef

Sadhar, S.I., Rajagopalan, A.N.,
Image Estimation in Film-Grain Noise,
SPLetters(12), No. 3, March 2005, pp. 238-241.
IEEE Abstract. IEEE Top Reference. 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 Link 0707
Kalman Filter. BibRef
Earlier:
Unscented Kalman Filter for Image Estimation in Film-Grain Noise,
ICIP07(IV: 17-20).
IEEE DOI Link 0709
BibRef
Earlier:
A New Extension of Kalman Filter to Non-Gaussian Priors,
ICCVGIP06(162-171).
Springer DOI Link 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.
WWW Version. 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.
WWW Version. 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 Link 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 Link 0601
BibRef
Earlier: A2, A3, Only:
Digital Image Processing in Painting Restoration and Archiving,
ICIP01(I: 586-589).
IEEE Abstract. IEEE Top Reference. 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.
WWW Version. 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 Link 0704
BibRef
And:
Detection and Recovery of Film Dirt for Archive Restoration Applications,
ICIP07(IV: 21-24).
IEEE DOI Link 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.
WWW Version. 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 Link 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 Link 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 Link 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 Version. BibRef 0805
And:
Digital camera,
US_Patent7,315,658, Jan 1, 2008
WWW Version. 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 Version. 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 Version. BibRef
And:
Digital image acquisition and processing system,
US_Patent7,206,461, Apr 17, 2007
WWW Version. 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 Link 0801
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 Link 0804
BibRef
Earlier: ICIP07(IV: 417-420).
IEEE DOI Link 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.
WWW Version. 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 Link
WWW Version. 0903
BibRef
Earlier: A3, A1, A2:
Removing Line Scratches in Digital Image Sequences by Fusion Techniques,
CIAP05(695-702).
Springer DOI Link 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 Link 0711
BibRef
Earlier: A1, A3, Only:
Modeling and Compensation of Ghosting in Multispectral Filter Wheel Cameras,
Southwest08(85-88).
IEEE DOI Link 0803
Filter wheel to select color. Ghosts from reflections. BibRef

Gai, J., Kang, S.B.,
Matte-Based Restoration of Vintage Video,
IP(18), No. 10, October 2009, pp. 2185-2197.
IEEE DOI Link 0909
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 Link 0811
BibRef

Ammar-Badri, H., Benazza-Benyahia, A.,
Wavelet-based blotch detection in old movies,
IPTA08(1-7).
IEEE DOI Link 0811
BibRef

Kisilev, P.[Pavel],
Automatic context-aware dust and scratch removal in scanned images,
ICIP08(2628-2631).
IEEE DOI Link 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 Link 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 Link 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 Link 0708
BibRef

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 Link 0705
BibRef

Dizdaroglu, B.[Bekir], Gangal, A.[Ali],
A Spatiotemporal Algorithm for Detection and Restoration of Defects in Old Color Films,
ACIVS07(509-520).
Springer DOI Link 0708
BibRef

Zhou, C.Y.[Chang-Yin], Lin, S.[Stephen],
Removal of Image Artifacts Due to Sensor Dust,
CVPR07(1-8).
IEEE DOI Link 0706
BibRef

Moldovan, T.M., Roth, S., Black, M.J.,
Denoising Archival Films using a Learned Bayesian Model,
ICIP06(2641-2644). 0610

IEEE DOI Link BibRef

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

IEEE DOI Link BibRef

Gangal, A.[Ali], Dizdaroglu, B.[Bekir],
Automatic Restoration of Old Motion Picture Films Using Spatiotemporal Exemplar-Based Inpainting,
ACIVS06(55-66).
Springer DOI Link 0609
BibRef

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 Link 0804
BibRef
Earlier:
Mathematical Models for Restoration of Baroque Paintings,
ACIVS06(24-34).
Springer DOI Link 0609
BibRef

Ober, R.J., Lai, X.M.[Xu-Ming], Lin, Z.[Zhiping], Ward, E.S.,
A state space approach to noise reduction of 3D fluorescent microscopy images,
ICIP04(II: 1153-1156).
IEEE DOI Link 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 Abstract. IEEE Top Reference. 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 Link 0409
BibRef

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

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

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

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

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

Schildkraut, J.S., Gray, R.T.,
A fully automatic redeye detection and correction algorithm,
ICIP02(I: 801-803).
IEEE Abstract. IEEE Top Reference. 0210
BibRef

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

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

Tegolo, D., Isgrò, F.,
Scratch Detection and Removal from Static Images Using Simple Statistics and Genetic Algorithms,
ICIP01(I: 265-268).
IEEE Abstract. IEEE Top Reference. 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 Link
IEEE DOI Link
HTML Version. 0009
BibRef

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

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

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

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

Richardson, P., Suter, D.,
Restoration of historic film for digital compression: a case study,
ICIP95(II: 49-52).
IEEE DOI Link 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 Link 9410
BibRef

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

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