Single-pixel imaging pattern sets and their implications on scene reconstruction

Akhil Kallepalli, John Innes, Graham M. Gibson, Miles J. Padgett

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

1 Citation (Scopus)
6 Downloads (Pure)

Abstract

Alternatives to focal-plane detector arrays have emerged in recent years and are now being widely investigated. One of the most promising of these are single-pixel imaging techniques. Single-pixel techniques recreate a scene using the knowledge of projected patterns and the measured backscattered signals. This research investigates the implications of using idealised patterns, Fourier-transformed patterns and camera-captured patterns generated by plane wave decomposition methods. Hadamard patterns are projected into the far-field of the phased-array modulator source and used for robust reconstruction in a reflective arrangement. The choice of the optimal pattern sets from these sources are used for single-pixel imaging reconstruction and compressed sensing. The technique is robust to poor signal-to-noise conditions and is applicable in cases where a limited number of measurements are possible. Our technique and methodology can be further applied to any region of the electromagnetic spectrum where phased-array sources are available, such as in the radar regime.
Original languageEnglish
Title of host publicationQuantum Technology
Subtitle of host publicationDriving Commercialisation of an Enabling Science II
EditorsMiles J. Padgett, Kai Bongs, Alessandro Fedrizzi, Alberto Politi
Place of PublicationBellingham, WA
Number of pages7
ISBN (Electronic)9781510646070
DOIs
Publication statusPublished - 6 Oct 2021
EventQuantum Technology: Driving Commercialisation of an Enabling Science II - Glasgow, United Kingdom
Duration: 28 Sept 202130 Sept 2021

Publication series

NameProceedings of SPIE
PublisherSPIE
Volume11881
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

ConferenceQuantum Technology
Country/TerritoryUnited Kingdom
CityGlasgow
Period28/09/2130/09/21

Keywords

  • compressed sensing
  • ghost imaging
  • Hadamard matrices
  • phase modulation
  • spatial light modulators

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