Accommodative holography: improving accommodation response for perceptually realistic holographic displays

• Published in: ACM transactions on graphics 2022-07, Vol.41 (4), p.1-15, Article 111
• Main Authors: Kim, Dongyeon, Nam, Seung-Woo, Lee, Byounghyo, Seo, Jong-Mo, Lee, Byoungho
• Format: Article
• Language: English
• Subjects: Computing methodologies; Computing methodologies / Artificial intelligence; Computing methodologies / Artificial intelligence / Computer vision; Computing methodologies / Computer graphics; Computing methodologies / Computer graphics / Graphics systems and interfaces; Computing methodologies / Computer graphics / Graphics systems and interfaces / Virtual reality; Computing methodologies / Computer graphics / Image manipulation; Computing methodologies / Computer graphics / Rendering; Human-centered computing; Human-centered computing / Human computer interaction (HCI); Human-centered computing / Human computer interaction (HCI) / Interaction paradigms; Human-centered computing / Human computer interaction (HCI) / Interaction paradigms / Mixed / augmented reality; Human-centered computing / Human computer interaction (HCI) / Interaction paradigms / Virtual reality; Social and professional topics; Social and professional topics / Professional topics; Social and professional topics / Professional topics / History of computing; Social and professional topics / Professional topics / History of computing / History of computing theory
• ISSN: 0730-0301; 1557-7368
• DOI: 10.1145/3528223.3530147

Holographic displays have gained unprecedented attention as next-generation virtual and augmented reality applications with recent achievements in the realization of a high-contrast image through computer-generated holograms (CGHs). However, these holograms show a high energy concentration in a limited angular spectrum, whereas the holograms with uniformly distributed angular spectrum suffer from a severe speckle noise in the reconstructed images. In this study, we claim that these two physical phenomena attributed to the existing CGHs significantly limit the support of accommodation cues, which is known as one of the biggest advantages of holographic displays. To support the statement, we analyze and evaluate various CGH algorithms with contrast gradients - a change of contrast over the change of the focal diopter of the eye - simulated based on the optical configuration of the display system and human visual perception models. We first introduce two approaches to improve monocular accommodation response in holographic viewing experience; optical and computational approaches to provide holographic images with sufficient contrast gradients. We design and conduct user experiments with our prototype of holographic near-eye displays, validating the deficient support of accommodation cues in the existing CGH algorithms and demonstrating the feasibility of the proposed solutions with significant improvements on accommodative gains.