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On Plenoptic Multiplexing and Reconstruction
Abstract : Photography has been striving to capture an ever increasing amount of visual information in a single image. Digital sensors, however, are limited to recording a small subset of the desired information at each pixel. A common approach to overcoming the limitations of sensing hardware is the optical multiplexing of high-dimensional data into a photograph. While this is a well-studied topic for imaging with color filter arrays, we develop a mathematical framework that generalizes multiplexed imaging to all dimensions of the plenoptic function. This framework unifies a wide variety of existing approaches to analyze and reconstruct multiplexed data in either the spatial or the frequency domain. We demonstrate many practical applications of our framework including high-quality light field reconstruction, the first comparative noise analysis of light field attenuation masks, and an analysis of aliasing in multiplexing applications.
Cited literature [47 references]
https://hal.inria.fr/hal-00876493
Contributor : Ivo Ihrke Connect in order to contact the contributor
Submitted on : Tuesday, November 5, 2013 - 2:25:05 PM
Last modification on : Thursday, January 20, 2022 - 5:30:39 PM
Long-term archiving on: : Thursday, February 6, 2014 - 2:55:17 AM
Contributor : Ivo Ihrke Connect in order to contact the contributor
Submitted on : Tuesday, November 5, 2013 - 2:25:05 PM
Last modification on : Thursday, January 20, 2022 - 5:30:39 PM
Long-term archiving on: : Thursday, February 6, 2014 - 2:55:17 AM
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