Stamatios Lefkimmiatis
Orcid: 0000-0002-3813-4464
According to our database1,
Stamatios Lefkimmiatis
authored at least 37 papers
between 2006 and 2023.
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Bibliography
2023
Iterative Reweighted Least Squares Networks With Convergence Guarantees for Solving Inverse Imaging Problems.
CoRR, 2023
Learning Sparse and Low-Rank Priors for Image Recovery via Iterative Reweighted Least Squares Minimization.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2021
DeepRLS: A Recurrent Network Architecture with Least Squares Implicit Layers for Non-blind Image Deconvolution.
CoRR, 2021
2020
Proceedings of the 29th IEEE International Symposium on Industrial Electronics, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
IEEE Trans. Image Process., 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
CoRR, 2018
Deep Image Demosaicking Using a Cascade of Convolutional Residual Denoising Networks.
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
2017
Improved Computational Efficiency of Locally Low Rank MRI Reconstruction Using Iterative Random Patch Adjustments.
IEEE Trans. Medical Imaging, 2017
Universal Denoising Networks : A Novel CNN-based Network Architecture for Image Denoising.
CoRR, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
2015
IEEE Trans. Computational Imaging, 2015
Improved Variational Denoising of Flow Fields with Application to Phase-Contrast MRI Data.
IEEE Signal Process. Lett., 2015
Vectorial non-local total variation regularization for calibration-free parallel MRI reconstruction.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
IEEE Trans. Image Process., 2013
IEEE Trans. Image Process., 2013
Convex Generalizations of Total Variation Based on the Structure Tensor with Applications to Inverse Problems.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Benchmarking image-processing algorithms for biomicroscopy: Reference datasets and perspectives.
Proceedings of the 21st European Signal Processing Conference, 2013
2012
Hessian-Based Norm Regularization for Image Restoration With Biomedical Applications.
IEEE Trans. Image Process., 2012
CoRR, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
A projected gradient algorithm for image restoration under Hessian matrix-norm regularization.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
2009
Bayesian Inference on Multiscale Models for Poisson Intensity Estimation: Applications to Photon-Limited Image Denoising.
IEEE Trans. Image Process., 2009
Poisson-Haar Transform: A nonlinear multiscale representation for photon-limited image denoising.
Proceedings of the International Conference on Image Processing, 2009
2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
A generalized estimation approach for linear and nonlinear microphone array post-filters.
Speech Commun., 2007
Proceedings of the INTERSPEECH 2007, 2007
2006
Proceedings of the INTERSPEECH 2006, 2006