Work

Dynamic accommodation measurement using Purkinje reflections and ML algorithms

Year: 2023
Type: conference-paper
Abstract: We developed a prototype device for dynamic gaze and accommodation measurements based on 4 Purkinje reflections (PR) suitable for use in AR and ophthalmology applications. PR1&2 and PR3&4 are used for accurate gaze and accommodation measurements, respectively. Our eye-model was developed in Zemax and matches the experiments well. Our model predicts the accommodation from 25cm to infinity (<4 diopters) with better than 0,25D accuracy. We performed repeatability tests and obtained accurate gaze and accommodation estimations using 15 subjects. We are generating a large synthetic data set using physically accurate models and machine learning algorithms.
Institution: Koç University
Language: English
Open Access status: green
OpenAlex ID: W4318154290
FWCI: 0.238
Cites: 2
Cited by: 1
Related to: 10