Color holographic microscopy using a deep neural network

Tairan Liu; Zhensong Wei; Yair Rivenson; Kevin de Haan; Yibo Zhang; Yichen Wu; Aydogan Ozcan

doi:10.1364/CLEO_AT.2020.AM1I.1

Color holographic microscopy using a deep neural network

Tairan Liu
, Zhensong Wei
, Yair Rivenson
, Kevin de Haan
, Yibo Zhang
, Yichen Wu
, Aydogan Ozcan

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

Abstract

We present a deep learning-based image reconstruction framework for color holographic microscopy, which requires a single hologram taken using three wavelengths, simultaneously illuminating the specimen, to reconstruct its color images.

Original language	English
Title of host publication	CLEO
Subtitle of host publication	Applications and Technology, CLEO_AT 2020
Publisher	Optica Publishing Group (formerly OSA)
ISBN (Print)	9781943580767
DOIs	https://doi.org/10.1364/CLEO_AT.2020.AM1I.1
State	Published - 1 Jan 2020
Externally published	Yes
Event	CLEO: Applications and Technology, CLEO_AT 2020 - Washington, United States Duration: 10 May 2020 → 15 May 2020

Publication series

Name	Optics InfoBase Conference Papers
Volume	Part F181-CLEO-AT 2020
ISSN (Electronic)	2162-2701

Conference

Conference	CLEO: Applications and Technology, CLEO_AT 2020
Country/Territory	United States
City	Washington
Period	10/05/20 → 15/05/20

ASJC Scopus subject areas

Electronic, Optical and Magnetic Materials
Mechanics of Materials

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10.1364/CLEO_AT.2020.AM1I.1

Cite this

@inproceedings{14ae9b7d03a446a4839d78e86f00993e,

title = "Color holographic microscopy using a deep neural network",

abstract = "We present a deep learning-based image reconstruction framework for color holographic microscopy, which requires a single hologram taken using three wavelengths, simultaneously illuminating the specimen, to reconstruct its color images.",

author = "Tairan Liu and Zhensong Wei and Yair Rivenson and \{de Haan\}, Kevin and Yibo Zhang and Yichen Wu and Aydogan Ozcan",

note = "Publisher Copyright: CLEO 2020 {\textcopyright} OSA 2020 {\textcopyright} 2020 The Author(s).; CLEO: Applications and Technology, CLEO\_AT 2020 ; Conference date: 10-05-2020 Through 15-05-2020",

year = "2020",

month = jan,

day = "1",

doi = "10.1364/CLEO\_AT.2020.AM1I.1",

language = "English",

isbn = "9781943580767",

series = "Optics InfoBase Conference Papers",

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

booktitle = "CLEO",

}

Liu, T, Wei, Z, Rivenson, Y, de Haan, K, Zhang, Y, Wu, Y & Ozcan, A 2020, Color holographic microscopy using a deep neural network. in CLEO: Applications and Technology, CLEO_AT 2020., AM1I.1, Optics InfoBase Conference Papers, vol. Part F181-CLEO-AT 2020, Optica Publishing Group (formerly OSA), CLEO: Applications and Technology, CLEO_AT 2020, Washington, United States, 10/05/20. https://doi.org/10.1364/CLEO_AT.2020.AM1I.1

Color holographic microscopy using a deep neural network. / Liu, Tairan; Wei, Zhensong; Rivenson, Yair et al.
CLEO: Applications and Technology, CLEO_AT 2020. Optica Publishing Group (formerly OSA), 2020. AM1I.1 (Optics InfoBase Conference Papers; Vol. Part F181-CLEO-AT 2020).

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

TY - GEN

T1 - Color holographic microscopy using a deep neural network

AU - Liu, Tairan

AU - Wei, Zhensong

AU - Rivenson, Yair

AU - de Haan, Kevin

AU - Zhang, Yibo

AU - Wu, Yichen

AU - Ozcan, Aydogan

PY - 2020/1/1

Y1 - 2020/1/1

N2 - We present a deep learning-based image reconstruction framework for color holographic microscopy, which requires a single hologram taken using three wavelengths, simultaneously illuminating the specimen, to reconstruct its color images.

AB - We present a deep learning-based image reconstruction framework for color holographic microscopy, which requires a single hologram taken using three wavelengths, simultaneously illuminating the specimen, to reconstruct its color images.

UR - https://www.scopus.com/pages/publications/85095120335

U2 - 10.1364/CLEO_AT.2020.AM1I.1

DO - 10.1364/CLEO_AT.2020.AM1I.1

M3 - Conference contribution

AN - SCOPUS:85095120335

SN - 9781943580767

T3 - Optics InfoBase Conference Papers

BT - CLEO

PB - Optica Publishing Group (formerly OSA)

T2 - CLEO: Applications and Technology, CLEO_AT 2020

Y2 - 10 May 2020 through 15 May 2020

ER -

Color holographic microscopy using a deep neural network

Abstract

Publication series

Conference

ASJC Scopus subject areas

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