Phase unwrapping using residual neural networks

Gili Dardikman; Natan T. Shaked

doi:10.1364/COSI.2018.CW3B.5

Phase unwrapping using residual neural networks

Gili Dardikman, Natan T. Shaked

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

9 Scopus citations

Abstract

We demonstrate 2-D phase unwrapping of optically thick objects in quantitative phase microscopy, using a deep neural network trained on data consisting of steep spatial gradients.

Original language	English
Title of host publication	Computational Optical Sensing and Imaging, COSI 2018
Publisher	Optica Publishing Group (formerly OSA)
ISBN (Print)	9781943580446
DOIs	https://doi.org/10.1364/COSI.2018.CW3B.5
State	Published - 1 Jan 2018
Externally published	Yes
Event	Computational Optical Sensing and Imaging, COSI 2018 - Orlando, United States Duration: 25 Jun 2018 → 28 Jun 2018

Publication series

Name	Optics InfoBase Conference Papers
Volume	Part F99-COSI 2018
ISSN (Electronic)	2162-2701

Conference

Conference	Computational Optical Sensing and Imaging, COSI 2018
Country/Territory	United States
City	Orlando
Period	25/06/18 → 28/06/18

ASJC Scopus subject areas

Electronic, Optical and Magnetic Materials
Mechanics of Materials

Access to Document

10.1364/COSI.2018.CW3B.5

Cite this

@inproceedings{82b41fbdfb0c49da8375380594c71415,

title = "Phase unwrapping using residual neural networks",

abstract = "We demonstrate 2-D phase unwrapping of optically thick objects in quantitative phase microscopy, using a deep neural network trained on data consisting of steep spatial gradients.",

author = "Gili Dardikman and Shaked, {Natan T.}",

note = "Publisher Copyright: {\textcopyright} 2018 The Author(s).; Computational Optical Sensing and Imaging, COSI 2018 ; Conference date: 25-06-2018 Through 28-06-2018",

year = "2018",

month = jan,

day = "1",

doi = "10.1364/COSI.2018.CW3B.5",

language = "English",

isbn = "9781943580446",

series = "Optics InfoBase Conference Papers",

publisher = "Optica Publishing Group (formerly OSA)",

booktitle = "Computational Optical Sensing and Imaging, COSI 2018",

}

TY - GEN

T1 - Phase unwrapping using residual neural networks

AU - Dardikman, Gili

AU - Shaked, Natan T.

PY - 2018/1/1

Y1 - 2018/1/1

N2 - We demonstrate 2-D phase unwrapping of optically thick objects in quantitative phase microscopy, using a deep neural network trained on data consisting of steep spatial gradients.

AB - We demonstrate 2-D phase unwrapping of optically thick objects in quantitative phase microscopy, using a deep neural network trained on data consisting of steep spatial gradients.

UR - http://www.scopus.com/inward/record.url?scp=85051254660&partnerID=8YFLogxK

U2 - 10.1364/COSI.2018.CW3B.5

DO - 10.1364/COSI.2018.CW3B.5

M3 - Conference contribution

AN - SCOPUS:85051254660

SN - 9781943580446

T3 - Optics InfoBase Conference Papers

BT - Computational Optical Sensing and Imaging, COSI 2018

PB - Optica Publishing Group (formerly OSA)

T2 - Computational Optical Sensing and Imaging, COSI 2018

Y2 - 25 June 2018 through 28 June 2018

ER -

Phase unwrapping using residual neural networks

Abstract

Publication series

Conference

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this