A Bayesian Hyperprior Approach for Joint Image Denoising and Interpolation, with an Application to HDR Imaging, IEEE Transactions on Computational Imaging, 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://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.227.8728
Patchmatch: A randomized correspondence algorithm for structural image editing, ACM Transactions on Graphics-TOG, vol.28, issue.3, p.24, 2009. ,
DOI : 10.1145/2018396.2018421
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.364.4194
Package for Model-Based Clustering and Discriminant Analysis of High-Dimensional Data, Journal of Statistical Software, vol.46, issue.6, pp.1-29, 2012. ,
DOI : 10.18637/jss.v046.i06
Model-based clustering of high-dimensional data: A review, Computational Statistics & Data Analysis, vol.71, pp.52-78, 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. Image Process, IEEE Trans, vol.13, issue.9, pp.1200-1212, 2004. ,
DOI : 10.1109/tip.2004.833105
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.140.9434
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://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.140.9434
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://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.219.5398
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
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://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.117.2805
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://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.27.5734
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
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://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.228.6155
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, vol.24, issue.3, pp.795-802, 2005. ,
DOI : 10.1145/1073204.1073263
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.89.8859
A Nonlocal Bayesian Image Denoising Algorithm, SIAM Journal on Imaging Sciences, vol.6, issue.3, pp.1665-1688, 2013. ,
DOI : 10.1137/120874989
Finite mixture models, 2000. ,
DOI : 10.1002/0471721182
The EM Algorithm and Extensions, 1997. ,
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, ECCV 2008, pp.57-68, 2008. ,
DOI : 10.1007/978-3-540-88690-7_5
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
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.87.3938
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, vol.51, issue.1, pp.5-28, 2005. ,
DOI : 10.1109/TIT.2004.839518
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.58.3305
Space-time completion of video, IEEE Transactions on pattern analysis and machine intelligence, vol.29, issue.3, 2007. ,
On the Convergence Properties of the EM Algorithm, The Annals of Statistics, vol.11, issue.1, pp.95-103, 1983. ,
DOI : 10.1214/aos/1176346060
Solving inverse problems with piecewise linear estimators: from gaussian mixture models to structured sparsity, IEEE Trans. Image Process, vol.21, issue.5, pp.2481-99, 2012. ,
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