We introduce a novel method for the digital preservation of analog film holograms. Our approach uses a machine learning-based approach dubbed Neural Radiance Fields (NeRF). We evaluate the performance of our method with both qualitative and quantitative experiments, showing that analog holograms can be digitally pre- served with high quality.
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