Robust and Realtime Large Deformation Ultrasound Registration Using End-to-End Differentiable Displacement Optimisation

Robust and Realtime Large Deformation Ultrasound Registration Using End-to-End Differentiable Displacement Optimisation

Image registration for temporal ultrasound sequences can be very beneficial for image-guided diagnostics and interventions. Cooperative human–machine systems that enable seamless assistance for both inexperienced and expert users during ultrasound examinations rely on robust, realtime motion estimat...

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Bibliographic Details
Main Authors: Mattias P. Heinrich, Hanna Siebert, Laura Graf, Sven Mischkewitz, Lasse Hansen
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Sensors
Subjects:
ultrasound
image registration
deep learning
discrete optimisation
Online Access:https://www.mdpi.com/1424-8220/23/6/2876

Internet

https://www.mdpi.com/1424-8220/23/6/2876

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