Displacement Estimation in Ultrasound Elastography Using Pyramidal Convolutional Neural Network

In this article, two novel deep learning methods are proposed for displacement estimation in ultrasound elastography (USE). Although convolutional neural networks (CNNs) have been very successful for displacement estimation in computer vision, they have been rarely used for USE. One of the main limi...

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Détails bibliographiques
Publié dans:IEEE transactions on ultrasonics, ferroelectrics, and frequency control. - 1986. - 67(2020), 12 vom: 10. Dez., Seite 2629-2639
Auteur principal: Tehrani, Ali K Z (Auteur)
Autres auteurs: Rivaz, Hassan
Format: Article en ligne
Langue:English
Publié: 2020
Accès à la collection:IEEE transactions on ultrasonics, ferroelectrics, and frequency control
Sujets:Journal Article Research Support, Non-U.S. Gov't