Super-resolving optical systems based on compressive sensing

Adrian Stern; August Yitzhak; Vladimir Farber; Ran Yehuda

doi:10.1109/WIO.2014.6933291

Super-resolving optical systems based on compressive sensing

Adrian Stern, August Yitzhak, Vladimir Farber, Ran Yehuda

Unit of Photonics and Electro-Optics Engineering

Research output: Contribution to conference › Paper › peer-review

Abstract

The theory of compressive sensing and sparse representations broke the traditional linkage between the resolution of the optical signals and the bandwidth of the acquisition process. As such, it opened the path to new optical super-resolving systems; that is, methods and systems that are able to capture optical signals with resolution beyond the classical limits. In this paper we overview some compressive sensing optical super-resolution systems that we have developed, including three compressive imaging system that produce super-resolution images, super-resolution tomography reconstruction, and super-resolution spectral sensing.

Original language	English GB
DOIs	https://doi.org/10.1109/WIO.2014.6933291
State	Published - 21 Oct 2014
Event	2014 13th Workshop on Information Optics, WIO 2014 - Neuchatel, Switzerland Duration: 7 Jul 2014 → 11 Jul 2014

Conference

Conference	2014 13th Workshop on Information Optics, WIO 2014
Country/Territory	Switzerland
City	Neuchatel
Period	7/07/14 → 11/07/14

Keywords

compressed sensing
compressive imaging
compressive sensing
computational imaging
computational spectroscopy

ASJC Scopus subject areas

Electronic, Optical and Magnetic Materials
Information Systems
Atomic and Molecular Physics, and Optics

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10.1109/WIO.2014.6933291

Cite this

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AU - Farber, Vladimir

AU - Yehuda, Ran

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AB - The theory of compressive sensing and sparse representations broke the traditional linkage between the resolution of the optical signals and the bandwidth of the acquisition process. As such, it opened the path to new optical super-resolving systems; that is, methods and systems that are able to capture optical signals with resolution beyond the classical limits. In this paper we overview some compressive sensing optical super-resolution systems that we have developed, including three compressive imaging system that produce super-resolution images, super-resolution tomography reconstruction, and super-resolution spectral sensing.

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KW - compressive imaging

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KW - computational imaging

KW - computational spectroscopy

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Super-resolving optical systems based on compressive sensing

Abstract

Conference

Keywords

ASJC Scopus subject areas

Access to Document

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