Controlled aberrations for snapshot compressive imaging

Esteban Vera, Pablo Meza

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Snapshot compressive imaging aims to capture high resolution images using low resolution detectors. The challenge is the generation of simultaneous optical projections that fulfill the compressed sensing reconstruction requirements. We propose the use of controlled aberrations through wavefront coding to produce point spread functions that can simultaneously code and multiplex the scene in a variety of ways. Apart from light efficiency, we can analytically characterize the system matrix response. We explore combinations of Zernike modes and analyze the corresponding coherence parameter. Simulation results using natively sparse and natural scenes demonstrate the feasibility of using controlled aberrations for compressive imaging.

Original languageEnglish
Title of host publicationComputational Imaging II
EditorsAmit Ashok, Lei Tian, Abhijit Mahalanobis, Jonathan C. Petruccelli, Kenneth S. Kubala
PublisherSPIE
ISBN (Electronic)9781510609457
DOIs
StatePublished - 2017
Externally publishedYes
EventComputational Imaging II 2017 - Anaheim, United States
Duration: 9 Apr 201710 Apr 2017

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume10222
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

ConferenceComputational Imaging II 2017
Country/TerritoryUnited States
CityAnaheim
Period9/04/1710/04/17

Keywords

  • compressed sensing
  • compressive imaging
  • computational imaging

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