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
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Electrical and electronic engineering; Acoustic Resolution; Deep Learning
• Online Access: https://hdl.handle.net/10356/169275
• Institution: 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...