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
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Electrical and electronic engineering; Optical Coherence Tomography; Images
• Online Access: https://hdl.handle.net/10356/171481
• Institution: Nanyang Technological University

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...