Unified frequency domain analysis of lightfield cameras

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Abstract

This paper presents a theory that encompasses both "plenoptic" (microlens based) and "heterodyning" (mask based) cameras in a single frequency-domain mathematical formalism. Light-field capture has traditionally been analyzed using spatio-angular representation, with the exception of the frequency-domain "heterodyning" work. In this paper we interpret "heterodyning" as a general theory of multiplexing the radiance in the frequency domain. Using this interpretation, we derive a mathematical theory of recovering the 4D spatial and angular information from the multiplexed 2D frequency representation. The resulting method is applicable to all lightfield cameras, lens-based and mask-based. The generality of our approach suggests new designs for lightfield cameras. We present one such novel lightfield camera, based on a mask outside a conventional camera. Experimental results are presented for all cameras described. © 2008 Springer Berlin Heidelberg.

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APA

Georgiev, T., Intwala, C., Babakan, S., & Lumsdaine, A. (2008). Unified frequency domain analysis of lightfield cameras. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 5304 LNCS, pp. 224–237). Springer Verlag. https://doi.org/10.1007/978-3-540-88690-7_17

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