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A Convex Formulation for the Robust Estimation of Multivariate Exponential Power Models

 Nora Leïla Ouzir , Jean-Christophe Pesquet , Frédéric Pascal
2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 2022, Singapore, France. pp.5772-5776, ⟨10.1109/ICASSP43922.2022.9747354⟩
Communication dans un congrès hal-03763278v1

Multimodal image fusion via coupled feature learning

 Farshad Veshki , Nora Ouzir , Sergiy Vorobyov , Esa Ollila
Signal Processing, 2022, 200, pp.108637. ⟨10.1016/j.sigpro.2022.108637⟩
Article dans une revue hal-03763293v1
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Robust cardiac motion estimation with dictionary learning and temporal regularization for ultrasound imaging

 Nora Leïla Ouzir , José Bioucas-Dias , Adrian Basarab , Jean-Yves Tourneret
IEEE International Ultrasonics Symposium (IUS 2019), Oct 2019, Glasgow, United Kingdom. pp.2326-2329, ⟨10.1109/ULTSYM.2019.8925936⟩
Communication dans un congrès hal-02901597v1
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Cardiac motion estimation in ultrasound images using spatial and sparse regularizations

 Nora Leïla Ouzir , Jean-Yves Tourneret , Adrian Basarab
ICIP 2017: IEEE International Conference on Image Processing, Sep 2017, Beijing, China. pp.780-784, ⟨10.1109/ICIP.2017.8296387⟩
Communication dans un congrès hal-02863743v1
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Optical Flow Estimation in Ultrasound Images Using a Sparse Representation

 Nora Leïla Ouzir , Jean-Yves Tourneret , Adrian Basarab
7th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2017), Dec 2017, Curaçao, Netherlands Antilles. pp.1-5, ⟨10.1109/CAMSAP.2017.8313079⟩
Communication dans un congrès hal-03656602v1
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Robust Registration of Multi-modal Medical Images Using Huber’s Criterion

 Nora Leïla Ouzir , Esa Ollila , Sergiy A Vorobyov
Asilomar Conference on Signals, Systems, and Computers, Oct 2020, Pacific Grove, United States. ⟨10.1109/IEEECONF51394.2020.9443321⟩
Communication dans un congrès hal-03130227v1

Data-Adaptive Similarity Measures for B-mode Ultrasound Images Using Robust Noise Models

 Nora Ouzir , Esa Ollila , Sergiy Vorobyov
IEEE Journal of Selected Topics in Signal Processing, 2020, 14 (6), pp.1244-1254. ⟨10.1109/JSTSP.2020.3001829⟩
Article dans une revue hal-03675039v1
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Cardiac Motion Estimation with Dictionary Learning and Robust Sparse Coding in Ultrasound Imaging

 Nora Leïla Ouzir , Patricia Chiril , Adrian Basarab , Jean-Yves Tourneret
IEEE International Ultrasonics Symposium (IUS 2018), Oct 2018, Kobe, Japan. pp.1-4, ⟨10.1109/ULTSYM.2018.8580022⟩
Communication dans un congrès hal-03635351v1
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Convex Parameter Estimation of Perturbed Multivariate Generalized Gaussian Distributions

 Nora Leïla Ouzir , Frédéric Pascal , Jean-Christophe Pesquet
2023
Pré-publication, Document de travail hal-04366765v1
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Sparse representations and dictionary learning: from image fusion to motion estimation

 Jean-Yves Tourneret , Adrian Basarab , Nora Leïla Ouzir , Qi Wei
41st International Geoscience and Remote Sensing Symposium (IGARSS 2021), IEEE Geoscience and Remote Sensing Society, Jul 2021, Brussels / Virtual, Belgium. pp.25-28, ⟨10.1109/IGARSS47720.2021.9554890⟩
Communication dans un congrès hal-03130465v1
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Cardiac motion estimation in ultrasound images using a sparse representation and dictionary learning

 Nora Leïla Ouzir
Medical Imaging. Université Paul Sabatier - Toulouse III, 2018. English. ⟨NNT : 2018TOU30149⟩
Thèse tel-02301546v1
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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 , et al.
JHEP Reports Innovation in Hepatology, 2024, 6 (3), pp.101008. ⟨10.1016/j.jhepr.2024.101008⟩
Article dans une revue hal-04534805v1
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Robust Optical Flow Estimation in Cardiac Ultrasound Images Using a Sparse Representation

 Nora Leïla Ouzir , Adrian Basarab , Olivier Lairez , Jean-Yves Tourneret
IEEE Transactions on Medical Imaging, 2019, 38 (3), pp.741-752. ⟨10.1109/TMI.2018.2870947⟩
Article dans une revue hal-02184824v1
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Tissue motion estimation using dictionary learning: application to cardiac amyloidosis

 Nora Leïla Ouzir , Olivier Lairez , Adrian Basarab , Jean-Yves Tourneret
IEEE International Ultrasonics Symposium (IUS 2017), Sep 2017, Washington, United States. pp.1-4, ⟨10.1109/ULTSYM.2017.8092152⟩
Communication dans un congrès hal-02871331v1

Coupled Feature Learning for Multimodal Medical Image Fusion

 Farshad G. Veshki , Nora Leïla Ouzir , Sergiy A Vorobyov , Esa Ollila
2021
Pré-publication, Document de travail hal-03130475v1
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Motion Estimation in Echocardiography Using Sparse Representation and Dictionary Learning

 Nora Leïla Ouzir , Adrian Basarab , Hervé Liebgott , Brahim Harbaoui , Jean-Yves Tourneret
IEEE Transactions on Image Processing, 2017, vol. 27 (n° 1), pp.64-77. ⟨10.1109/TIP.2017.2753406⟩
Article dans une revue hal-01677873v1
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