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Joint Neural Phase Retrieval and Compression for Energy- and Computation-efficient Holography on the Edge
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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.