Adaptive enhancement of acoustic resolution photoacoustic microscopy imaging via deep CNN prior

Adaptive enhancement of acoustic resolution photoacoustic microscopy imaging via deep CNN prior

Acoustic resolution photoacoustic microscopy (AR-PAM) is a promising medical imaging modality that can be employed for deep bio-tissue imaging. However, its relatively low imaging resolution has greatly hindered its wide applications. Previous model-based or learning-based PAM enhancement algorithms...

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Bibliographic Details
Main Authors: Zhengyuan Zhang, Haoran Jin, Wenwen Zhang, Wenhao Lu, Zesheng Zheng, Arunima Sharma, Manojit Pramanik, Yuanjin Zheng
Format: Article
Language:English
Published: Elsevier 2023-04-01
Series:Photoacoustics
Subjects:
Acoustic resolution
Deep CNN prior
Deep learning
Image enhancement
Model-based method
Plug and play prior
Online Access:http://www.sciencedirect.com/science/article/pii/S221359792300037X

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http://www.sciencedirect.com/science/article/pii/S221359792300037X

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