The presented work provides a way of preserving holography images through rendering the holography images with NeRF and NeRF--, a neural radiance field representation method. This paper explores the feasibility of interpolating photographs of holograms by using the neural radiance field to synthesize novel views. To analyze the performance of the view synthesis method, quantitative comparisons between captured hologram images and interpolated views are done with the following metrics: MSE, PSNR, SSIM, and LPIPS. The calculation was done by comparing the ground truth and the interpolated images at a particular view point. The quantitative analysis demonstrates that the NeRF model is able to interpolate photographs of holograms.
Lion Cubs Holography NeRF & NeRF-- Rendering Results
[ Full YouTube Playlist ]
Train Holography NeRF-- Rendering Results
[ Full YouTube Playlist ]
* This work has published as a Master's Thesis.
** This project was developed while affiliated to the Department of Computer Science, at Northwestern University.