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

• المؤلف الرئيسي: Liu, Chenyang
• مؤلفون آخرون: Zheng Yuanjin
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Engineering; Photoacoustic imaging; Acoustic resolution; Deep CNNs; GANs; Image enhancement
• الوصول للمادة أونلاين: 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...