Pith. sign in

REVIEW

Dynamic accommodation measurement using Purkinje reflections and ML algorithms

Not yet reviewed by Pith; the record is open.

Re-run · record.json Download PDF Read on arXiv ↗

This paper has not been read by Pith yet. Machine review is queued; the pith claim, tier, and objections will appear here once it completes.

SPECIMEN: schema-true, not a live event

T0 review · schema-true

One-sentence machine reading of the paper's core claim.

pith:XXXXXXXX · record.json · timestamp

arxiv 2304.01296 v2 pith:RDZT2B74 submitted 2023-04-03 physics.med-ph cs.LGq-bio.QM

Faik Ozan Ozhan , Arda Gulersoy , Ugur Aygun , Afsun Sahin , Hakan Urey This is my paper · ORCID
classification physics.med-phcs.LGq-bio.QM
keywords accommodationaccurategazedevelopeddynamicmeasurementsmodelpurkinje
verification ladder T0 review T1 audit T2 compute T3 formal

Signed reviews

No signed human review yet.

0 comments
read the original 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 4 diopters to 1 diopter with better than 0.25D accuracy. We performed repeatability tests and obtained accurate gaze and accommodation estimations from subjects. We are generating a large synthetic data set using physically accurate models and machine learning.

Discussion (0). Continue with ORCID to comment.

Pith tools