Compressive imaging for superresolution from a single exposure

Adrian Stern; Yair Rivenson; Bahram Javidi

doi:10.1109/WIO.2010.5582488

Compressive imaging for superresolution from a single exposure

Adrian Stern
, Yair Rivenson
, Bahram Javidi

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Superresolution is typically achieved by taking multiple slightly different exposures. Here we present a superresolution technique that requires only a single exposure. Inspired by the compressive sensing approach that takes advantage of the information redundancy in typical images we show that true superresolution is feasible from a single exposure. The single shot superresolution system is based on the well known double random phase encoding setup which was broadly investigated for its encryption purposes. It is shown that combining double random phase encoding imaging with a compressive sensing based reconstruction technique, can super-resolve both diffraction and geometrical limited resolution imaging.

Original language	English
Title of host publication	2010 9th Euro-American Workshop on Information Optics, WIO 2010
DOIs	https://doi.org/10.1109/WIO.2010.5582488
State	Published - 17 Nov 2010
Event	2010 9th Euro-American Workshop on Information Optics, WIO 2010 - Helsinki, Finland Duration: 12 Jul 2010 → 16 Jul 2010

Publication series

Name	2010 9th Euro-American Workshop on Information Optics, WIO 2010

Conference

Conference	2010 9th Euro-American Workshop on Information Optics, WIO 2010
Country/Territory	Finland
City	Helsinki
Period	12/07/10 → 16/07/10

ASJC Scopus subject areas

Information Systems
Atomic and Molecular Physics, and Optics

Access to Document

10.1109/WIO.2010.5582488

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title = "Compressive imaging for superresolution from a single exposure",

abstract = "Superresolution is typically achieved by taking multiple slightly different exposures. Here we present a superresolution technique that requires only a single exposure. Inspired by the compressive sensing approach that takes advantage of the information redundancy in typical images we show that true superresolution is feasible from a single exposure. The single shot superresolution system is based on the well known double random phase encoding setup which was broadly investigated for its encryption purposes. It is shown that combining double random phase encoding imaging with a compressive sensing based reconstruction technique, can super-resolve both diffraction and geometrical limited resolution imaging.",

author = "Adrian Stern and Yair Rivenson and Bahram Javidi",

year = "2010",

month = nov,

day = "17",

doi = "10.1109/WIO.2010.5582488",

language = "English",

isbn = "9781424482276",

series = "2010 9th Euro-American Workshop on Information Optics, WIO 2010",

booktitle = "2010 9th Euro-American Workshop on Information Optics, WIO 2010",

note = "2010 9th Euro-American Workshop on Information Optics, WIO 2010 ; Conference date: 12-07-2010 Through 16-07-2010",

}

Stern, A, Rivenson, Y & Javidi, B 2010, Compressive imaging for superresolution from a single exposure. in 2010 9th Euro-American Workshop on Information Optics, WIO 2010., 5582488, 2010 9th Euro-American Workshop on Information Optics, WIO 2010, 2010 9th Euro-American Workshop on Information Optics, WIO 2010, Helsinki, Finland, 12/07/10. https://doi.org/10.1109/WIO.2010.5582488

TY - GEN

T1 - Compressive imaging for superresolution from a single exposure

AU - Stern, Adrian

AU - Rivenson, Yair

AU - Javidi, Bahram

PY - 2010/11/17

Y1 - 2010/11/17

N2 - Superresolution is typically achieved by taking multiple slightly different exposures. Here we present a superresolution technique that requires only a single exposure. Inspired by the compressive sensing approach that takes advantage of the information redundancy in typical images we show that true superresolution is feasible from a single exposure. The single shot superresolution system is based on the well known double random phase encoding setup which was broadly investigated for its encryption purposes. It is shown that combining double random phase encoding imaging with a compressive sensing based reconstruction technique, can super-resolve both diffraction and geometrical limited resolution imaging.

AB - Superresolution is typically achieved by taking multiple slightly different exposures. Here we present a superresolution technique that requires only a single exposure. Inspired by the compressive sensing approach that takes advantage of the information redundancy in typical images we show that true superresolution is feasible from a single exposure. The single shot superresolution system is based on the well known double random phase encoding setup which was broadly investigated for its encryption purposes. It is shown that combining double random phase encoding imaging with a compressive sensing based reconstruction technique, can super-resolve both diffraction and geometrical limited resolution imaging.

UR - https://www.scopus.com/pages/publications/78149446335

U2 - 10.1109/WIO.2010.5582488

DO - 10.1109/WIO.2010.5582488

M3 - Conference contribution

AN - SCOPUS:78149446335

SN - 9781424482276

T3 - 2010 9th Euro-American Workshop on Information Optics, WIO 2010

BT - 2010 9th Euro-American Workshop on Information Optics, WIO 2010

T2 - 2010 9th Euro-American Workshop on Information Optics, WIO 2010

Y2 - 12 July 2010 through 16 July 2010

ER -

Compressive imaging for superresolution from a single exposure

Abstract

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