A small SIREN implicit neural representation compresses phase-only holograms to about 40% of their size with a reconstructed 3D PSNR of 34.54 dB, while an off-the-shelf image VAE fails.
In SIGGRAPH Asia 2024 Technical Communications (SA Technical Com- munications ’24) (Tokyo, Japan) (SA ’24)
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Assessing Learned Models for Phase-only Hologram Compression
A small SIREN implicit neural representation compresses phase-only holograms to about 40% of their size with a reconstructed 3D PSNR of 34.54 dB, while an off-the-shelf image VAE fails.