Nelly Pustelnik - Publications

Unfolded Proximal Neural Networks for Robust Image Gaussian Denoising.

Journal: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society

Published: August 07, 2024

Temporal evolution of the Covid19 pandemic reproduction number: Estimations from proximal optimization to Monte Carlo sampling.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: September 10, 2022

Spatial and temporal regularization to estimate COVID-19 reproduction number R(t): Promoting piecewise smoothness via convex optimization.

Journal: PloS one

Published: July 13, 2020

Semi-Linearized Proximal Alternating Minimization for a Discrete Mumford-Shah Model.

Journal: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society

Published: October 12, 2019

Nonlinear denoising for characterization of solid friction under low confinement pressure.

Journal: Physical review. E

Published: January 30, 2019

Nonsmooth Convex Optimization for Structured Illumination Microscopy Image Reconstruction.

Journal: Inverse problems

Published: August 08, 2018

Sparse Support Vector Machine for Intrapartum Fetal Heart Rate Classification.

Journal: IEEE journal of biomedical and health informatics

Published: April 06, 2016

Intrapartum fetal heart rate classification from trajectory in Sparse SVM feature space.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: January 07, 2016

P-leader multifractal analysis and sparse SVM for intrapartum fetal acidosis detection.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: January 07, 2016

A nonlocal structure tensor-based approach for multicomponent image recovery problems.

Journal: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society

Published: October 28, 2014

2D Prony-Huang transform: a new tool for 2D spectral analysis.

Journal: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society

Published: October 21, 2014