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

• 主要作者: Liu, Chenyang
• 其他作者: Zheng Yuanjin
• 格式: Thesis-Master by Coursework
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Engineering; Photoacoustic imaging; Acoustic resolution; Deep CNNs; GANs; Image enhancement
• 在線閱讀: https://hdl.handle.net/10356/174177

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...