Configurable Learned Holography

arXiv:2405.01558v1 Announce Type: cross
Abstract: In the pursuit of advancing holographic display technology, we face a unique yet persistent roadblock: the inflexibility of learned holography in adapting to various hardware configurations.
This is due to the variances in the complex optical components and system settings in existing holographic displays.
Although the emerging learned approaches have enabled rapid and high-quality hologram generation, any alteration in display hardware still requires a retraining of the model.
Our work introduces a configurable learned model …

abstract arxiv components cs.cv cs.gr cs.lg display technology eess.iv face hardware optical physics.optics technology type unique