Optimizing AR PAM image enhancement: learning & model based approaches with GANs & deep CNNs

• Main Author: Liu, Chenyang
• Other Authors: Zheng Yuanjin
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; Photoacoustic imaging; Acoustic resolution; Deep CNNs; GANs; Image enhancement
• Online Access: https://hdl.handle.net/10356/174177
• Institution: Nanyang Technological University

Photoacoustic Imaging (PAI), an emerging biomedical imaging technology, holds significant promise for medical diagnosis and biological research. This study addresses the challenge of improving image quality in acoustic resolution photoacoustic imaging.Introducing acoustic resolution (AR) and optical...