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

• Main Authors: Zhang, Zhengyuan, Jin, Haoran, Zhang, Wenwen, Lu, Wenhao, Zheng, Zesheng, Sharma, Arunima, Pramanik, Manojit, Zheng, Yuanjin
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Article
• 語言: English
• 出版: 2023
• 主題: Engineering::Electrical and electronic engineering; Acoustic Resolution; Deep Learning
• 在線閱讀: https://hdl.handle.net/10356/169275
• 機構: Nanyang Technological University

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...