Deep-Learning Image Stabilization for Adaptive Optics Ophthalmoscopy

Deep-Learning Image Stabilization for Adaptive Optics Ophthalmoscopy

An adaptive optics scanning laser ophthalmoscope (AOSLO) has the characteristics of a high resolution and a small field of view (FOV), which are greatly affected by eye motion. Continual eye motion will cause distortions both within the frame (intra-frame) and between frames (inter-frame). Overcomin...

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Bibliographic Details
Main Authors: Shudong Liu, Zhenghao Ji, Yi He, Jing Lu, Gongpu Lan, Jia Cong, Xiaoyu Xu, Boyu Gu
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Information
Subjects:
adaptive optics scanning laser ophthalmoscope
deep learning
VGG-16
image stabilization
eye motion
Online Access:https://www.mdpi.com/2078-2489/13/11/531

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