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ChromaCorrect: prescription correction in virtual reality headsets through perceptual guidance

A large portion of today’s world population suffers from vision impairments and wears prescription eyeglasses. However, prescription glasses cause additional bulk and discomfort when used with virtual reality (VR) headsets, negatively impacting the viewer’s visual experience. In this work, we remedy...

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Autores principales: Güzel, Ahmet H., Beyazian, Jeanne, Chakravarthula, Praneeth, Akșit, Kaan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Optica Publishing Group 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10191670/
https://www.ncbi.nlm.nih.gov/pubmed/37206152
http://dx.doi.org/10.1364/BOE.485776
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author Güzel, Ahmet H.
Beyazian, Jeanne
Chakravarthula, Praneeth
Akșit, Kaan
author_facet Güzel, Ahmet H.
Beyazian, Jeanne
Chakravarthula, Praneeth
Akșit, Kaan
author_sort Güzel, Ahmet H.
collection PubMed
description A large portion of today’s world population suffers from vision impairments and wears prescription eyeglasses. However, prescription glasses cause additional bulk and discomfort when used with virtual reality (VR) headsets, negatively impacting the viewer’s visual experience. In this work, we remedy the usage of prescription eyeglasses with screens by shifting the optical complexity into the software. Our proposal is a prescription-aware rendering approach for providing sharper and more immersive imagery for screens, including VR headsets. To this end, we develop a differentiable display and visual perception model encapsulating the human visual system’s display-specific parameters, color, visual acuity, and user-specific refractive errors. Using this differentiable visual perception model, we optimize the rendered imagery in the display using gradient-descent solvers. This way, we provide prescription glasses-free sharper images for a person with vision impairments. We evaluate our approach and show significant quality and contrast improvements for users with vision impairments.
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spelling pubmed-101916702023-05-18 ChromaCorrect: prescription correction in virtual reality headsets through perceptual guidance Güzel, Ahmet H. Beyazian, Jeanne Chakravarthula, Praneeth Akșit, Kaan Biomed Opt Express Article A large portion of today’s world population suffers from vision impairments and wears prescription eyeglasses. However, prescription glasses cause additional bulk and discomfort when used with virtual reality (VR) headsets, negatively impacting the viewer’s visual experience. In this work, we remedy the usage of prescription eyeglasses with screens by shifting the optical complexity into the software. Our proposal is a prescription-aware rendering approach for providing sharper and more immersive imagery for screens, including VR headsets. To this end, we develop a differentiable display and visual perception model encapsulating the human visual system’s display-specific parameters, color, visual acuity, and user-specific refractive errors. Using this differentiable visual perception model, we optimize the rendered imagery in the display using gradient-descent solvers. This way, we provide prescription glasses-free sharper images for a person with vision impairments. We evaluate our approach and show significant quality and contrast improvements for users with vision impairments. Optica Publishing Group 2023-04-21 /pmc/articles/PMC10191670/ /pubmed/37206152 http://dx.doi.org/10.1364/BOE.485776 Text en Published by Optica Publishing Group under the terms of the Creative Commons Attribution 4.0 License. Further distribution of this work must maintain attribution to the author(s) and the published article’s title, journal citation, and DOI. https://creativecommons.org/licenses/by/4.0/https://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Güzel, Ahmet H.
Beyazian, Jeanne
Chakravarthula, Praneeth
Akșit, Kaan
ChromaCorrect: prescription correction in virtual reality headsets through perceptual guidance
title ChromaCorrect: prescription correction in virtual reality headsets through perceptual guidance
title_full ChromaCorrect: prescription correction in virtual reality headsets through perceptual guidance
title_fullStr ChromaCorrect: prescription correction in virtual reality headsets through perceptual guidance
title_full_unstemmed ChromaCorrect: prescription correction in virtual reality headsets through perceptual guidance
title_short ChromaCorrect: prescription correction in virtual reality headsets through perceptual guidance
title_sort chromacorrect: prescription correction in virtual reality headsets through perceptual guidance
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10191670/
https://www.ncbi.nlm.nih.gov/pubmed/37206152
http://dx.doi.org/10.1364/BOE.485776
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