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
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Article
• 語言: English
• 出版: 2024
• 主題: Engineering; Interferometry; Optical coherence tomography
• 在線閱讀: https://hdl.handle.net/10356/178489
• 機構: 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...