Holo-VQVAE: VQ-VAE for phase-only holograms

arXiv:2404.01330v1 Announce Type: cross
Abstract: Holography stands at the forefront of visual technology innovation, offering immersive, three-dimensional visualizations through the manipulation of light wave amplitude and phase. Contemporary research in hologram generation has predominantly focused on image-to-hologram conversion, producing holograms from existing images. These approaches, while effective, inherently limit the scope of innovation and creativity in hologram generation. In response to this limitation, we present Holo-VQVAE, a novel generative framework tailored for phase-only holograms (POHs). Holo-VQVAE leverages the architecture of …

abstract amplitude arxiv conversion creativity cs.cv cs.gr cs.lg eess.iv hologram holograms image images immersive innovation light manipulation research technology three-dimensional through type vae visual