Optical flow estimation in ultrasound images using a sparse representation. - Nora Ouzir; Jean-Yves Tourneret; Adrian Basarab (CAMSAP, 2017)

Cardiac motion estimation in ultrasound images using spatial and sparse regularizations. - Nora Ouzir; Jean-Yves Tourneret; Adrian Basarab (ICIP, 2017)

Motion Estimation in Echocardiography Using Sparse Representation and Dictionary Learning. - Nora Ouzir; Adrian Basarab; Hervé Liebgott; Brahim Harbaoui; Jean-Yves Tourneret (IEEE Trans. Image Process., 2018)

Cardiac motion estimation in ultrasound images using a sparse representation and dictionary learning. (Estimation du mouvement cardiaque en imagerie ultrasonore par représentation parcimonieuse et apprentissage de dictionnaire). - Nora Ouzir (2018)

ML-based Motion Estimation in Ultrasound Images Using Heavy-tailed Noise Distributions. - Nora Ouzir; Esa Ollila; Sergiy A. Vorobyov (CAMSAP, 2019)

Robust Optical Flow Estimation in Cardiac Ultrasound Images Using a Sparse Representation. - Nora Ouzir; Adrian Basarab; Olivier Lairez; Jean-Yves Tourneret (IEEE Trans. Medical Imaging, 2019)

Robust Registration of Multi-modal Medical Images Using Huber's Criterion. - Nora Ouzir; Esa Ollila; Sergiy A. Vorobyov (ACSSC, 2020)

Image Fusion using Joint Sparse Representations and Coupled Dictionary Learning. - Farshad G. Veshki; Nora Ouzir; Sergiy A. Vorobyov (ICASSP, 2020)

Data-Adaptive Similarity Measures for B-mode Ultrasound Images Using Robust Noise Models. - Nora Ouzir; Esa Ollila; Sergiy A. Vorobyov (IEEE J. Sel. Top. Signal Process., 2020)

Sparse Representations and Dictionary Learning: from Image Fusion to Motion Estimation. - Jean-Yves Tourneret; Adrian Basarab; Nora Ouzir; Qi Wei 002 (IGARSS, 2021)

Coupled Feature Learning for Multimodal Medical Image Fusion. - Farshad G. Veshki; Nora Ouzir; Sergiy A. Vorobyov; Esa Ollila (CoRR, 2021)

A Convex Formulation for the Robust Estimation of Multivariate Exponential Power Models. - Nora Ouzir; Jean-Christophe Pesquet; Frédéric Pascal 001 (ICASSP, 2022)

Multimodal image fusion via coupled feature learning. - Farshad G. Veshki; Nora Ouzir; Sergiy A. Vorobyov; Esa Ollila (Signal Process., 2022)

Primary liver cancer classification from routine tumour biopsy using weakly supervised deep learning. - Aurélie Beaufrère; Nora Ouzir; Paul-Emile Zafar; Astrid Laurent-Bellue; Miguel Albuquerque; Gwladys Lubuela; Jules Grégory; Catherine Guettier; Kévin Mondet; Jean-Christophe Pesquet; Valérie Paradis (CoRR, 2024)

Convex Parameter Estimation of Perturbed Multivariate Generalized Gaussian Distributions. - Nora Ouzir; Frédéric Pascal 001; Jean-Christophe Pesquet (IEEE Trans. Signal Process., 2024)