High Quality Multi-Depth Computer Generated Holography based on Parallel VMamba2

doi:10.1016/j.optlastec.2026.115125

High Quality Multi-Depth Computer Generated Holography based on Parallel VMamba2

2026-03-13

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Chenliang Chang Chenliang Chang

DOI：10.1016/j.optlastec.2026.115125

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Abstract

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• Introducing CPVMamba2: A novel complex-valued state-space model that efficiently combines CNNs and SSD for high-fidelity 3D hologram generation • A practical, depth-aware pipeline: Integrating depth estimation to create multi-layer representations with learnable phases, enhancing convergence and generalization • Superior experimentally validated performance: Outperforming existing neural CGH methods in image quality, depth focusing, color fidelity, and crosstalk reduction.

Keywords:

CPVMamba2

CNNs

SSD

3D hologram generation

depth-aware pipeline

High Quality Multi-Depth Computer Generated Holography based on Parallel VMamba2

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