Unsupervised speckle noise reduction technique for clinical ultrasound imaging

Purpose Deep learning–based image enhancement has significant potential in the field of ultrasound image processing, as it can accurately model complicated nonlinear artifacts and noise, such as ultrasonic speckle patterns. However, training deep learning networks to acquire reference images that ar...

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Bibliographic Details
Main Authors: Dongkyu Jung, Myeongkyun Kang, Sang Hyun Park, Nizar Guezzi, Jaesok Yu
Format: Article
Language:English
Published: Korean Society of Ultrasound in Medicine 2024-09-01
Series:Ultrasonography
Subjects:
Online Access:http://www.e-ultrasonography.org/upload/usg-24005.pdf