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Optical Flow Estimation in Ultrasound Images Using a Sparse Representation

Ouzir, Nora Leïla and Basarab, Adrian and Tourneret, Jean-Yves Optical Flow Estimation in Ultrasound Images Using a Sparse Representation. (2017) In: 7th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2017), 10 December 2017 - 13 December 2017 (Curaçao, Netherlands Antilles).

(Document in English)

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Official URL: https://doi.org/10.1109/CAMSAP.2017.8313079


This paper introduces a 2D optical flow estimation method for cardiac ultrasound imaging based on a sparse representation. The optical flow problem is regularized using a classical gradient-based smoothness term combined with a sparsity inducing regularization that uses a learned cardiac flow dictionary. A particular emphasis is put on the influence of the spatial and sparse regularizations on the optical flow estimation problem. A comparison with state-of-the-art methods using realistic simulations shows the competitiveness of the proposed method for cardiac motion estimation in ultrasound images.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to IEEE editor. The definitive version is available at http://ieeexplore.ieee.org This papers appears in Proceedings of CAMSAP 2017. Electronic ISBN: 978-1-5386-1251-4 The original PDF of the article can be found at: https://ieeexplore.ieee.org/abstract/document/8313079 Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
HAL Id:hal-03656602
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Laboratoire de recherche en télécommunications spatiales et aéronautiques - TéSA (FRANCE)
Laboratory name:
ANR : Agence nationale de la recherche (France) - CIMI : Centre International de Mathématiques et d’Informatique (France)
Deposited On:05 Mar 2020 16:05

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