A Bayesian Hyperprior Approach for Joint Image Denoising and Interpolation, With an Application to HDR Imaging, IEEE Transactions on Computational Imaging, vol.3, issue.4, 2017. ,
DOI : 10.1109/TCI.2017.2704439
URL : https://hal.archives-ouvertes.fr/hal-01107519
Analysis of a Variational Framework for Exemplar-Based Image Inpainting, Multiscale Modeling & Simulation, vol.10, issue.2, pp.473-514, 2012. ,
DOI : 10.1137/110848281
Image denoising with unsupervised information-theoretic adaptive filtering, International Conference on Computer Vision and Pattern Recognition (CVPR 2005), pp.44-51, 2004. ,
DOI : 10.1109/cvpr.2005.176
URL : http://www.cs.utah.edu/projects/sci/publications/awate05/Awate_UINTA_CVPR.pdf
Patchmatch: A randomized correspondence algorithm for structural image editing, ACM Transactions on Graphics-TOG, vol.28, p.24, 2009. ,
Package for Model-Based Clustering and Discriminant Analysis of High-Dimensional Data, Journal of Statistical Software, vol.46, issue.6, pp.46-47, 2012. ,
DOI : 10.18637/jss.v046.i06
Model-based clustering of high-dimensional data: A review, Computational Statistics & Data Analysis, vol.71, pp.71-52, 2014. ,
DOI : 10.1016/j.csda.2012.12.008
URL : https://hal.archives-ouvertes.fr/hal-00750909
High-dimensional data clustering, Computational Statistics & Data Analysis, vol.52, issue.1, pp.502-519, 2007. ,
DOI : 10.1016/j.csda.2007.02.009
URL : https://hal.archives-ouvertes.fr/inria-00548573
A Review of Image Denoising Algorithms, with a New One, Multiscale Modeling & Simulation, vol.4, issue.2, pp.490-530, 2006. ,
DOI : 10.1137/040616024
URL : https://hal.archives-ouvertes.fr/hal-00271141
Self-Similarity Driven Color Demosaicking, IEEE Transactions on Image Processing, vol.18, issue.6, pp.1192-202, 2009. ,
DOI : 10.1109/TIP.2009.2017171
URL : https://hal.archives-ouvertes.fr/hal-00449362
Region Filling and Object Removal by Exemplar-Based Image Inpainting, IEEE Transactions on Image Processing, vol.13, issue.9, pp.1200-1212, 2004. ,
DOI : 10.1109/TIP.2004.833105
URL : http://www.csee.wvu.edu/~xinl/courses/ee565/image_inpainting.pdf
Region filling and object removal by exemplar-based image inpainting, Image Process, IEEE Trans, vol.13, pp.1200-1212, 2004. ,
DOI : 10.1109/tip.2004.833105
URL : http://www.csee.wvu.edu/~xinl/courses/ee565/image_inpainting.pdf
Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering, IEEE Transactions on Image Processing, vol.16, issue.8, pp.2080-2095, 2007. ,
DOI : 10.1109/TIP.2007.901238
URL : http://sp.cs.tut.fi/publications/archive/Dabov2007-Image.pdf
Iterative Weighted Maximum Likelihood Denoising With Probabilistic Patch-Based Weights, IEEE Transactions on Image Processing, vol.18, issue.12, pp.2661-72, 2009. ,
DOI : 10.1109/TIP.2009.2029593
URL : https://hal.archives-ouvertes.fr/ujm-00431266
Image restoration with generalized gaussian mixture model patch priors, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01700082
Poisson NL means: Unsupervised non local means for Poisson noise, 2010 IEEE International Conference on Image Processing ,
DOI : 10.1109/ICIP.2010.5653394
URL : https://hal.archives-ouvertes.fr/hal-00957982
Texture synthesis by non-parametric sampling, Proceedings of the Seventh IEEE International Conference on Computer Vision, pp.1033-1038, 1999. ,
DOI : 10.1109/ICCV.1999.790383
URL : http://www.cs.berkeley.edu/~leungt/Research/ICCV99_synthesis.ps.gz
Model-Based Clustering, Discriminant Analysis, and Density Estimation, Journal of the American Statistical Association, vol.97, issue.458, pp.611-631, 2002. ,
DOI : 10.1198/016214502760047131
URL : http://www.csss.washington.edu/Papers/wp11.ps
Split and Match: Example-Based Adaptive Patch Sampling for Unsupervised Style Transfer, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp.553-561, 2016. ,
DOI : 10.1109/CVPR.2016.66
URL : https://hal.archives-ouvertes.fr/hal-01280818
Image analogies, Proceedings of the 28th annual conference on Computer graphics and interactive techniques , SIGGRAPH '01, pp.327-340, 2001. ,
DOI : 10.1145/383259.383295
Clustering en haute dimensions pour le débruitage d'image, inXXVIì eme colloque GRETSI ,
Optimal Spatial Adaptation for Patch-Based Image Denoising, IEEE Transactions on Image Processing, vol.15, issue.10, pp.2866-2878, 2006. ,
DOI : 10.1109/TIP.2006.877529
URL : http://www.irisa.fr/vista/Papers/2006_ip_kervrann.pdf
Local Adaptivity to Variable Smoothness for Exemplar-Based Image Regularization and Representation, International Journal of Computer Vision, vol.27, issue.2, pp.45-69, 2007. ,
DOI : 10.1007/978-1-4612-0845-7
Texture optimization for example-based synthesis, ACM Transactions on Graphics, pp.24-795, 2005. ,
DOI : 10.1145/1186822.1073263
An Analysis and Implementation of the BM3D Image Denoising Method, Image Processing On Line, pp.175-213, 2012. ,
A Nonlocal Bayesian Image Denoising Algorithm, SIAM Journal on Imaging Sciences, vol.6, issue.3, pp.1665-1688, 2013. ,
DOI : 10.1137/120874989
Implementation of the "Non-Local Bayes" (NL-Bayes) Image Denoising Algorithm, Image Processing On Line, vol.3, pp.1-42, 2013. ,
DOI : 10.5201/ipol.2013.16
Adaptive Image Denoising by Mixture Adaptation, IEEE Transactions on Image Processing, vol.25, issue.10, pp.4489-4503, 2016. ,
DOI : 10.1109/TIP.2016.2590318
URL : http://arxiv.org/pdf/1601.04770
The EM Algorithm and Extensions, 1997. ,
Finite mixture models, 2000. ,
DOI : 10.1002/0471721182
Video Inpainting of Complex Scenes, SIAM Journal on Imaging Sciences, vol.7, issue.4, pp.1993-2019, 2014. ,
DOI : 10.1137/140954933
URL : https://hal.archives-ouvertes.fr/hal-00937795
A discrete universal denoiser and its application to binary images, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429), p.117, 2003. ,
DOI : 10.1109/ICIP.2003.1246912
Non-local Regularization of Inverse Problems, pp.57-68, 2008. ,
DOI : 10.1109/TIT.2006.871582
Estimating the dimension of a model, The annals of statistics, pp.461-464, 1978. ,
Mixtures of Probabilistic Principal Component Analyzers, Neural Computation, vol.2, issue.1, pp.443-482, 1999. ,
DOI : 10.1007/BF00162527
The Implementation of SURE Guided Piecewise Linear Image Denoising, Image Processing On Line, vol.3, pp.43-67, 2013. ,
DOI : 10.5201/ipol.2013.52
SURE Guided Gaussian Mixture Image Denoising, SIAM Journal on Imaging Sciences, vol.6, issue.2, pp.999-1034, 2013. ,
DOI : 10.1137/120901131
URL : https://hal.archives-ouvertes.fr/hal-00785334
Universal discrete denoising: Known channel, IEEE Transactions on Information Theory, pp.51-56, 2005. ,
DOI : 10.1109/isit.2003.1228098
Space-time completion of video, IEEE Transactions on pattern analysis and machine intelligence, p.29, 2007. ,
On the convergence properties of the EM algorithm, The Annals of Statistics, pp.95-103, 1983. ,
Compressive Sensing by Learning a Gaussian Mixture Model From Measurements, IEEE Transactions on Image Processing, vol.24, issue.1, pp.106-119, 2015. ,
DOI : 10.1109/TIP.2014.2365720
Solving inverse problems with piecewise linear estimators: from gaussian mixture models to structured sparsity, IEEE Trans. Image Process, vol.21, pp.2481-99, 2012. ,
DOI : 10.21236/ADA540722
From learning models of natural image patches to whole image restoration, 2011 International Conference on Computer Vision, pp.479-486, 2011. ,
DOI : 10.1109/ICCV.2011.6126278