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Nora Ouzir
Nora Ouzir
Associate Professor at Paris-Saclay University CentraleSupélec
Verified email at centralesupelec.fr
Title
Cited by
Cited by
Year
Motion estimation in echocardiography using sparse representation and dictionary learning
N Ouzir, A Basarab, H Liebgott, B Harbaoui, JY Tourneret
IEEE Transactions on Image Processing 27 (1), 64-77, 2017
352017
Multimodal image fusion via coupled feature learning
FG Veshki, N Ouzir, SA Vorobyov, E Ollila
Signal Processing 200, 108637, 2022
282022
Robust optical flow estimation in cardiac ultrasound images using a sparse representation
N Ouzir, A Basarab, O Lairez, JY Tourneret
IEEE transactions on medical imaging 38 (3), 741-752, 2018
222018
Image fusion using joint sparse representations and coupled dictionary learning
FG Veshki, N Ouzir, SA Vorobyov
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
182020
Coupled feature learning for multimodal medical image fusion
FG Veshki, N Ouzir, SA Vorobyov, E Ollila
arXiv preprint arXiv:2102.08641, 2021
152021
Robust cardiac motion estimation with dictionary learning and temporal regularization for ultrasound imaging
N Ouzir, J Bioucas-Dias, A Basarab, JY Tourneret
2019 IEEE International Ultrasonics Symposium (IUS), 2326-2329, 2019
42019
Cardiac motion estimation in ultrasound images using spatial and sparse regularizations
N Ouzir, JY Tourneret, A Basarab
2017 IEEE International Conference on Image Processing (ICIP), 780-784, 2017
32017
Data-adaptive similarity measures for B-mode ultrasound images using robust noise models
N Ouzir, E Ollila, SA Vorobyov
IEEE Journal of Selected Topics in Signal Processing 14 (6), 1244-1254, 2020
22020
A convex formulation for the robust estimation of multivariate exponential power models
N Ouzir, JC Pesquet, F Pascal
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
12022
Cardiac motion estimation in ultrasound images using a sparse representation and dictionary learning
NL Ouzir
Université Paul Sabatier-Toulouse III, 2018
12018
Optical flow estimation in ultrasound images using a sparse representation
N Ouzir, JY Tourneret, A Basarab
2017 IEEE 7th International Workshop on Computational Advances in Multi …, 2017
12017
Tissue motion estimation using dictionary learning: Application to cardiac amyloidosis
N Ouzir, O Lairez, A Basarab, JY Tourneret
2017 IEEE International Ultrasonics Symposium (IUS), 1-4, 2017
12017
Primary liver cancer classification from routine tumour biopsy using weakly supervised deep learning
A Beaufrère, N Ouzir, PE Zafar, A Laurent-Bellue, M Albuquerque, ...
JHEP Reports, 101008, 2024
2024
Convex Parameter Estimation of Perturbed Multivariate Generalized Gaussian Distributions
N Ouzir, F Pascal, JC Pesquet
arXiv preprint arXiv:2312.07479, 2023
2023
Weakly supervised intrahepatic tumour classification from routine tumour biopsy: a proof of concept
PE Zafar, A Beaufrère, N Ouzir, M Albuquerque, J Grégory, K Mondet, ...
Journal of Hepatology 78, S68-S69, 2023
2023
Sparse representations and dictionary learning: from image fusion to motion estimation
JY Tourneret, A Basarab, N Ouzir, Q Wei
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 25-28, 2021
2021
Robust Registration of Multi-modal Medical Images Using Huber’s Criterion
N Ouzir, E Ollila, SA Vorobyov
2020 54th Asilomar Conference on Signals, Systems, and Computers, 773-777, 2020
2020
ML-based Motion Estimation in Ultrasound Images Using Heavy-tailed Noise Distributions
N Ouzir, E Ollila, SA Vorobyov
2019 IEEE 8th International Workshop on Computational Advances in Multi …, 2019
2019
Cardiac motion estimation with dictionary learning and robust sparse coding in ultrasound imaging
N Ouzir, P Chiril, A Basarab, JY Tourneret
2018 IEEE International Ultrasonics Symposium (IUS), 1-4, 2018
2018
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Articles 1–19