Unsupervised Convolutional Neural Network for Motion Estimation in Ultrasound Elastography

High-quality motion estimation is essential for ultrasound elastography (USE). Traditional motion estimation algorithms based on speckle tracking such as normalized cross correlation (NCC) or regularization such as global ultrasound elastography (GLUE) are time-consuming. In order to reduce the comp...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on ultrasonics, ferroelectrics, and frequency control. - 1986. - 69(2022), 7 vom: 02. Juli, Seite 2236-2247
1. Verfasser: Wei, Xingyue (VerfasserIn)
Weitere Verfasser: Wang, Yuanyuan, Ge, Lin, Peng, Bo, He, Qiong, Wang, Rui, Huang, Lijie, Xu, Yan, Luo, Jianwen
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:IEEE transactions on ultrasonics, ferroelectrics, and frequency control
Schlagworte:Journal Article Research Support, Non-U.S. Gov't