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Spectral analysis of re-parameterized light fields

Authors :
Alain, Martin
Smolic, Aljosa
Source :
Signal Processing: Image Communication 2022
Publication Year :
2021

Abstract

In this paper, we study the spectral properties of re-parameterized light field. Following previous studies of the light field spectrum, which notably provided sampling guidelines, we focus on the two plane parameterization of the light field. However, we introduce additional flexibility by allowing the image plane to be tilted and not only parallel. A formal theoretical analysis is first presented, which shows that more flexible sampling guidelines (i.e. wider camera baselines) can be used to sample the light field when adapting the image plane orientation to the scene geometry. We then present our simulations and results to support these theoretical findings. While the work introduced in this paper is mostly theoretical, we believe these new findings open exciting avenues for more practical application of light fields, such as view synthesis or compact representation.

Details

Database :
arXiv
Journal :
Signal Processing: Image Communication 2022
Publication Type :
Report
Accession number :
edsarx.2110.06064
Document Type :
Working Paper
Full Text :
https://doi.org/10.1016/j.image.2022.116751