Self-supervised Blind2Unblind deep learning scheme for OCT speckle reductions

• Main Authors: Yu, Xiaojun, Ge, Chenkun, Li, Mingshuai, Yuan, Miao, Liu, Linbo, Mo, Jianhua, Shum, Perry Ping, Chen, Jinna
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Article
• 語言: English
• 出版: 2023
• 主題: Engineering::Electrical and electronic engineering; Optical Coherence Tomography; Images
• 在線閱讀: https://hdl.handle.net/10356/171481

As a low-coherence interferometry-based imaging modality, optical coherence tomography (OCT) inevitably suffers from the influence of speckles originating from multiply scattered photons. Speckles hide tissue microstructures and degrade the accuracy of disease diagnoses, which thus hinder OCT clinic...