PAColorHolo: A Perceptually-Aware Color Management Framework for Holographic Displays
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arXiv
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| Main Authors: | , , , , , , , |
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| Format: | Preprint |
| Published: |
2026
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| _version_ | 1866909996712722432 |
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| author | Chen, Chun Chae, Minseok Nam, Seung-Woo Choi, Myeong-Ho Kim, Minseong Lee, Eunbi Jeong, Yoonchan Park, Jae-Hyeung |
| author_facet | Chen, Chun Chae, Minseok Nam, Seung-Woo Choi, Myeong-Ho Kim, Minseong Lee, Eunbi Jeong, Yoonchan Park, Jae-Hyeung |
| contents | Holographic displays offer significant potential for augmented and virtual reality applications by reconstructing wavefronts that enable continuous depth cues and natural parallax without vergence-accommodation conflict. However, despite advances in pixel-level image quality, current systems struggle to achieve perceptually accurate color reproduction--an essential component of visual realism. These challenges arise from complex system-level distortions caused by coherent laser illumination, spatial light modulator imperfections, chromatic aberrations, and camera-induced color biases. In this work, we propose a perceptually-aware color management framework for holographic displays that jointly addresses input-output color inconsistencies through color space transformation, adaptive illumination control, and neural network-based perceptual modeling of the camera's color response. We validate the effectiveness of our approach through numerical simulations, optical experiments, and a controlled user study. The results demonstrate substantial improvements in perceptual color fidelity, laying the groundwork for perceptually driven holographic rendering in future systems. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2601_14766 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | PAColorHolo: A Perceptually-Aware Color Management Framework for Holographic Displays Chen, Chun Chae, Minseok Nam, Seung-Woo Choi, Myeong-Ho Kim, Minseong Lee, Eunbi Jeong, Yoonchan Park, Jae-Hyeung Graphics Holographic displays offer significant potential for augmented and virtual reality applications by reconstructing wavefronts that enable continuous depth cues and natural parallax without vergence-accommodation conflict. However, despite advances in pixel-level image quality, current systems struggle to achieve perceptually accurate color reproduction--an essential component of visual realism. These challenges arise from complex system-level distortions caused by coherent laser illumination, spatial light modulator imperfections, chromatic aberrations, and camera-induced color biases. In this work, we propose a perceptually-aware color management framework for holographic displays that jointly addresses input-output color inconsistencies through color space transformation, adaptive illumination control, and neural network-based perceptual modeling of the camera's color response. We validate the effectiveness of our approach through numerical simulations, optical experiments, and a controlled user study. The results demonstrate substantial improvements in perceptual color fidelity, laying the groundwork for perceptually driven holographic rendering in future systems. |
| title | PAColorHolo: A Perceptually-Aware Color Management Framework for Holographic Displays |
| topic | Graphics |
| url | https://arxiv.org/abs/2601.14766 |