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arXiv cs.GR
arXiv cs.GR Research
· 1 month, 4 weeks ago • Brian Chao, Dario Seyb, Nathan Matsuda, Oliver Cossairt, Yang Zhou, Douglas Lanman, Gordon Wetzstein, Grace Kuo, Changwon Jang

Fast Wave-optics Rendering of Multiplane Images for 3D Holographic Displays

Briefing

Researchers have introduced a wave-optics rendering pipeline built around multiplane images that targets 3D holographic displays instead of standard screens or VR headsets. The practical angle is big: neural-rendered scenes and other 3D content can be converted into hologram-ready output without the usual compute wall that has kept CGH mostly out of reach for production use.

The headline number is a claimed speedup of up to 250,000x versus state-of-the-art primitive-based computer-generated holography, while maintaining comparable image quality. Against conventional layer-based CGH, the MPI-based method is said to deliver significantly better image quality, which matters because holographic output is only useful if it can preserve depth cues, focal stacks, and view-dependent detail without turning every frame into an offline render.

The work was validated across a range of 3D scene datasets in both simulation and experimentally captured results. That matters for game and XR developers because the pipeline is aimed at the growing gap between modern 3D scene representations and the displays that can actually exploit them. If holographic hardware keeps maturing, rendering tech like this becomes the missing bridge between neural scene reconstruction and something closer to true volumetric presentation.

For teams working in graphics, technical art, or display R&D, the practical takeaway is that multiplane images may be a more tractable intermediate representation than brute-force hologram synthesis from primitives. The exact production constraints, integration costs, and...

“speedups up to 250,000x”

— Research team · Claimed runtime improvement over primitive-based CGH
Original source
Read on arXiv cs.GR
At a glance
what
A wave-optics rendering pipeline uses multiplane images to synthesize holograms for 3D holographic displays.
who
Brian Chao, Dario Seyb, Nathan Matsuda, Oliver Cossairt, Yang Zhou, Douglas Lanman, Gordon Wetzstein, Grace Kuo, and Changwon Jang.
when
Submitted to arXiv on 22 Jul 2026.
impact
Reported runtime speedups reach up to 250,000x over primitive-based CGH, with better quality than layer-based CGH.
Signal Positive

Big speedup and better hologram quality

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