Self-supervised Self2Self denoising strategy for OCT speckle reduction with a single noisy image

• Main Authors: Ge, Chenkun, Yu, Xiaojun, Yuan, Miao, Fan, Zeming, Chen, Jinna, Shum, Perry Ping, Liu, Linbo
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering; Interferometry; Optical coherence tomography
• Online Access: https://hdl.handle.net/10356/178489
• Institution: Nanyang Technological University

Optical coherence tomography (OCT) inevitably suffers from the influence of speckles originating from multiple scattered photons owing to its low-coherence interferometry property. Although various deep learning schemes have been proposed for OCT despeckling, they typically suffer from the requireme...