Towards Restoring Historic Documents Degraded Over Time, Second International Conference on Document Image Analysis for Libraries (DIAL'06), pp.350-357, 2006. ,
DOI : 10.1109/DIAL.2006.43
Quality assessment and restoration of typewritten document images, International Journal on Document Analysis and Recognition, vol.2, issue.2-3, pp.80-89, 1999. ,
DOI : 10.1007/s100320050039
Weule: Non-linear gaussian filters performing edge preserving diffusion, Proceedings of the DAGM Symposium, pp.538-545, 1995. ,
DOI : 10.1007/978-3-642-79980-8_63
Nonlinear total variation based noise removal algorithms, Physica D: Nonlinear Phenomena, vol.60, issue.1-4, pp.259-268, 1992. ,
DOI : 10.1016/0167-2789(92)90242-F
A Non-Local Algorithm for Image Denoising, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) ,
DOI : 10.1109/CVPR.2005.38
45 Restoration of a natural image (classical image of Lena) with the proposed filter; respectively from left to right, details before and after restoration ,
46 From left to right respectively : Original image and its restored version with our proposed diffusion filter, ference on Computer Vision and Pattern Recognition (CVPR), pp.60-65, 2005. ,
A Review of Image Denoising Algorithms, with a New One, Multiscale Modeling & Simulation, vol.4, issue.2, pp.290-530, 2005. ,
DOI : 10.1137/040616024
URL : https://hal.archives-ouvertes.fr/hal-00271141
A fast non-local image denoising algorithm, Image Processing: Algorithms and Systems VI, 2008. ,
DOI : 10.1117/12.765505
An Optimized Blockwise Nonlocal Means Denoising Filter for 3-D Magnetic Resonance Images, IEEE Transactions on Medical Imaging, vol.27, issue.4, pp.425-441, 2008. ,
DOI : 10.1109/TMI.2007.906087
A generalization of non-local means via kernel regression, Computational Imaging VI, 2008. ,
DOI : 10.1117/12.778615
A rotationally invariant block matching strategy improving image denoising with non-local means, Proceedings of International Workshop on Local andNon-Local Approximation in Image Processing, pp.135-142, 2008. ,
47 From left to right respectively : Original image and its restored version with our proposed diffusion filter ,
48 From left to right respectively : Original medical image and its restored version with our proposed diffusion filter ,
<tex>$rm K$</tex>-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation, IEEE Transactions on Signal Processing, vol.54, issue.11, pp.4311-4322, 2006. ,
DOI : 10.1109/TSP.2006.881199
A VQ-based blind image restoration algorithm, IEEE Transactions on Image Processing, vol.12, issue.9, pp.1044-1053, 2003. ,
DOI : 10.1109/TIP.2003.816007
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.10.3067
Fields of Experts, International Journal of Computer Vision, vol.27, issue.2, pp.205-229, 2009. ,
DOI : 10.1007/s11263-008-0197-6
Sparse Representation for Color Image Restoration, IEEE Transactions on Image Processing, vol.17, issue.1, pp.53-69, 2008. ,
DOI : 10.1109/TIP.2007.911828
Restoring high-resolution binary images for text enhancement, IEEE International Conference on Image Processing 2005, pp.506-509, 2005. ,
DOI : 10.1109/ICIP.2005.1530103
Morphological degradation models and their use in document image restoration, ICIP'01, pp.193-196, 2001. ,
Document image restoration using binary morphological filters, SPIE'96, pp.274-285, 1996. ,
DOI : 10.1117/12.234709
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.34.1300
Enhancement of document images using multiresolution and fuzzy logic techniques, IEEE Signal Processing Letters, vol.6, issue.10, pp.249-252, 1999. ,
DOI : 10.1109/97.789601
Historical document image enhancement using background light intensity normalization, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004., pp.473-476, 2004. ,
DOI : 10.1109/ICPR.2004.1334167
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.524.7368
Training on severely degraded text-line images, Proceedings of the International Conference on Document Analysis and Recognition, pp.38-43, 2003. ,
Analysis and recognition of highly degraded printed characters, International Journal on Document Analysis and Recognition, vol.6, issue.4, pp.236-247, 2004. ,
DOI : 10.1007/s10032-003-0115-y
Non-Local Text Image Reconstruction, Ninth International Conference on Document Analysis and Recognition (ICDAR 2007), pp.546-550, 2007. ,
DOI : 10.1109/ICDAR.2007.4378769
Contextual restoration of severely degraded document images, 2009 IEEE Conference on Computer Vision and Pattern Recognition, pp.517-524, 2009. ,
DOI : 10.1109/CVPR.2009.5206601
Fast correction of bleed-through distortion in grayscale documents by a blind source separation technique, International Journal of Document Analysis and Recognition (IJDAR), vol.13, issue.1, pp.17-25, 2007. ,
DOI : 10.1007/s10032-006-0015-z
Document Ink Bleed-Through Removal with Two Hidden Markov Random Fields and a Single Observation Field, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.32, issue.3, pp.431-447, 2010. ,
DOI : 10.1109/TPAMI.2009.33
URL : https://hal.archives-ouvertes.fr/hal-01381428
RSLDI: Restoration of single-sided low-quality document images, Pattern Recognition, Special Issue on Handwriting Recognition, pp.3355-3364, 2009. ,
PDE-Based Enhancement of Low Quality Documents, Ninth International Conference on Document Analysis and Recognition (ICDAR 2007), pp.541-545, 2007. ,
DOI : 10.1109/ICDAR.2007.4378768
Restoring Ink Bleed-Through Degraded Document Images Using a Recursive Unsupervised Classification Technique, DAS'2006, pp.38-49, 2006. ,
Emptoz : A Modified Mean Shift Algorithm For Efficient Document Image Restoration, In Signal processing for image enhancement and multimedia processing Ed, pp.978-978, 2008. ,
Greyscale Image Interpolation Using Mathematical Morphology, Proceedings of ACIVS (LNCS 4179), pp.78-90, 2006. ,
DOI : 10.1007/11864349_8
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.94.4900
Morphological degradation models and their use in document image restoration, pp.193-196, 2001. ,
Degraded Character Image Restoration, Proc. of Document Analysis and Information Retrieval, 1996. ,
State of the Art of Document Image Degradation Modeling, Proceedings of 4th IAPR International Workshop on Document Analysis Systems, 2000. ,
Enhancing degraded document images via bitmap clustering and averaging, Proceedings of the Fourth International Conference on Document Analysis and Recognition, pp.394-400, 1997. ,
DOI : 10.1109/ICDAR.1997.619877
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.22.2730
Linking broken character borders with variable sized masks to improve recognition, Pattern Recognition, vol.29, issue.8, pp.1429-1435, 1996. ,
DOI : 10.1016/0031-3203(95)00171-9
URL : http://cassius.ee.usyd.edu.au/~adrianw/pr1.ps.gz
Morel: Axioms and Fundamental Equations of Images Processing, Archive for Rational Mechanics and Analysis, pp.199-257, 1993. ,
a review of nonlinear diffusion filtering, In Scale-Space Theory in Computer Vision, Lecture Notes in Computer Science, vol.1252, 1997. ,
Anisotropic Diffusion in Image Processing, 1998. ,
Morel: Axioms and Fundamental Equations of Images Processing, Archive for Rational Mechanics and Analysis, pp.199-257, 1993. ,
Arsenin: Solution of Ill-Posed Problems, 1977. ,
Scale-space and edge detection using anisotropic diffusion, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.12, issue.7, pp.629-639, 1990. ,
DOI : 10.1109/34.56205
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.108.2553
Anisotropic Diffusion Geometry-driven diffusion in computer vision, Dordrecht : Kluwer Academic, pp.229-254, 1994. ,
Image Selective Smoothing and Edge Detection by Nonlinear Diffusion, SIAM Journal on Numerical Analysis, vol.29, issue.1, pp.182-193, 1992. ,
DOI : 10.1137/0729012
Scale-space properties of nonlinear diffusion filtering with a diffusion tensor, 1994. ,
Anisotropic Diffusion in Image Processing, 1998. ,
Coherence-enhancing diffusion of colour images, the 7th National Symposium on Pattern Recognition and Image Analysis, 1997. ,
DOI : 10.1016/S0262-8856(98)00102-4
A geometrical framework for low level vision, IEEE Transaction on Image Processing, Special Issue on PDE based Image Processing, vol.7, issue.3, p.310318, 1998. ,
Sochen : Images as embedded maps and minimal surfaces: movies, color, texture, and volumetric medical images, International Journal of Computer Vision, vol.39, issue.2, pp.111-129, 2000. ,
DOI : 10.1023/A:1008171026419
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.37.7155
Deriche : Vector-Valued image regularisation with PDE's: A common framework for different applications, IEEE transactions on Pattern Analysis and Machine Intelligence, vol.27, issue.4, 2005. ,
The state of the art of document image degradation modeling, in book, Digital Document Processing Advances in Pattern Recognition, pp.261-279, 2007. ,
Text degradations and OCR training, Eighth International Conference on Document Analysis and Recognition (ICDAR'05), pp.834-838, 2005. ,
DOI : 10.1109/ICDAR.2005.226
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.486.6429
Smith : Human Image Preference and Document Degradation Models, International Conference on Document Analysis and Recognition, 2007. ,
Emptoz : Document images restoration by a new tensor based diffusion process: Application to the recognition of old printed documents, 10th International Conference on Document Analysis and Recognition (ICDAR), pp.321-325, 2009. ,
Printed for N. Boddington at the Golden Ball in Duck lane, 1690, University of Michigan, digitized 5 june 2007, http://books.google.fr/books?id=kSE2AAAAMAAJ 62. A vindication of the truth of Christian religion: against the objections of all modern opposers, 1694. ,