Speckle Noise Reduction for Medical Ultrasound Images Using Hybrid CNN-Transformer Network

Speckle Noise Reduction for Medical Ultrasound Images Using Hybrid CNN-Transformer Network

Ultrasound images are often affected by limited resolution, artifacts, and inherent speckle noise. To address these challenges, researchers have explored denoising approaches. Recently, deep learning methods have demonstrated distinct advantages in ultrasound image denoising. However, further improv...

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Bibliographic Details
Main Authors: Anparasy Sivaanpu, Kumaradevan Punithakumar, Rui Zheng, Michelle Noga, Dean Ta, Edmond H. M. Lou, Lawrence H. Le
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Convolutional neural network
deep learning
hybrid network
image denoising
intraoral ultrasound
speckle noise
Online Access:https://ieeexplore.ieee.org/document/10752631/
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