Presentation
Joint Neural Phase Retrieval and Compression for Energy- and Computation-efficient Holography on the Edge
SessionTechnical Papers
Event Type
Technical Paper
Research & Education
Virtual
Full Conference Supporter
Full Conference
Virtual Conference Supporter
Virtual Conference
Exhibitor Additional Full Conference
Exhibitor Full Conference
Time
Location
DescriptionWe propose a framework that jointly generates and compresses phase-only holograms and achieves high remote transmission efficiency and image reconstruction quality on edge devices. By asymmetrical distribution of computation between information encoding process and phase decoding procedure, we demonstrate low computation and energy costs on edge holographic display devices.
