Label-free Bio-aerosol Sensing Using On-Chip Holographic Microscopy and Deep Learning

Yichen Wu; Ayfer Calis; Yi Luo; Cheng Chen; Maxwell Lutton; Yair Rivenson; Xing Lin; Hatice Ceylan Koydemir; Yibo Zhang; Hongda Wang; Zoltan Gorocs; Aydogan Ozcan

doi:10.23919/CLEO.2019.8750446

Label-free Bio-aerosol Sensing Using On-Chip Holographic Microscopy and Deep Learning

Yichen Wu, Ayfer Calis, Yi Luo, Cheng Chen, Maxwell Lutton, Yair Rivenson, Xing Lin, Hatice Ceylan Koydemir, Yibo Zhang, Hongda Wang, Zoltan Gorocs, Aydogan Ozcan

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

Abstract

We present automated and label-free bio-aerosol sensing using a portable and cost-effective device, enabled by on-chip digital holographic microscopy and deep-learning.

Original language	English
Title of host publication	2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers
ISBN (Electronic)	9781943580576
DOIs	https://doi.org/10.23919/CLEO.2019.8750446
State	Published - 1 May 2019
Externally published	Yes
Event	2019 Conference on Lasers and Electro-Optics, CLEO 2019 - San Jose, United States Duration: 5 May 2019 → 10 May 2019

Publication series

Name	2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings

Conference

Conference	2019 Conference on Lasers and Electro-Optics, CLEO 2019
Country/Territory	United States
City	San Jose
Period	5/05/19 → 10/05/19

ASJC Scopus subject areas

Spectroscopy
Industrial and Manufacturing Engineering
Safety, Risk, Reliability and Quality
Management, Monitoring, Policy and Law
Electronic, Optical and Magnetic Materials
Radiology Nuclear Medicine and imaging
Instrumentation
Atomic and Molecular Physics, and Optics

Access to Document

10.23919/CLEO.2019.8750446

Cite this

Wu, Y., Calis, A., Luo, Y., Chen, C., Lutton, M., Rivenson, Y., Lin, X., Ceylan Koydemir, H., Zhang, Y., Wang, H., Gorocs, Z., & Ozcan, A. (2019). Label-free Bio-aerosol Sensing Using On-Chip Holographic Microscopy and Deep Learning. In 2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings Article 8750446 (2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings). Institute of Electrical and Electronics Engineers. https://doi.org/10.23919/CLEO.2019.8750446

@inproceedings{e6b5fba2675440e298daf8f37bb50166,

title = "Label-free Bio-aerosol Sensing Using On-Chip Holographic Microscopy and Deep Learning",

abstract = "We present automated and label-free bio-aerosol sensing using a portable and cost-effective device, enabled by on-chip digital holographic microscopy and deep-learning.",

author = "Yichen Wu and Ayfer Calis and Yi Luo and Cheng Chen and Maxwell Lutton and Yair Rivenson and Xing Lin and \{Ceylan Koydemir\}, Hatice and Yibo Zhang and Hongda Wang and Zoltan Gorocs and Aydogan Ozcan",

note = "Publisher Copyright: {\textcopyright} 2019 OSA.; 2019 Conference on Lasers and Electro-Optics, CLEO 2019 ; Conference date: 05-05-2019 Through 10-05-2019",

year = "2019",

month = may,

day = "1",

doi = "10.23919/CLEO.2019.8750446",

language = "English",

series = "2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings",

publisher = "Institute of Electrical and Electronics Engineers",

booktitle = "2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings",

address = "United States",

}

Wu, Y, Calis, A, Luo, Y, Chen, C, Lutton, M, Rivenson, Y, Lin, X, Ceylan Koydemir, H, Zhang, Y, Wang, H, Gorocs, Z & Ozcan, A 2019, Label-free Bio-aerosol Sensing Using On-Chip Holographic Microscopy and Deep Learning. in 2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings., 8750446, 2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings, Institute of Electrical and Electronics Engineers, 2019 Conference on Lasers and Electro-Optics, CLEO 2019, San Jose, United States, 5/05/19. https://doi.org/10.23919/CLEO.2019.8750446

Label-free Bio-aerosol Sensing Using On-Chip Holographic Microscopy and Deep Learning. / Wu, Yichen; Calis, Ayfer; Luo, Yi et al.
2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings. Institute of Electrical and Electronics Engineers, 2019. 8750446 (2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings).

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

TY - GEN

T1 - Label-free Bio-aerosol Sensing Using On-Chip Holographic Microscopy and Deep Learning

AU - Wu, Yichen

AU - Calis, Ayfer

AU - Luo, Yi

AU - Chen, Cheng

AU - Lutton, Maxwell

AU - Rivenson, Yair

AU - Lin, Xing

AU - Ceylan Koydemir, Hatice

AU - Zhang, Yibo

AU - Wang, Hongda

AU - Gorocs, Zoltan

AU - Ozcan, Aydogan

PY - 2019/5/1

Y1 - 2019/5/1

N2 - We present automated and label-free bio-aerosol sensing using a portable and cost-effective device, enabled by on-chip digital holographic microscopy and deep-learning.

AB - We present automated and label-free bio-aerosol sensing using a portable and cost-effective device, enabled by on-chip digital holographic microscopy and deep-learning.

UR - https://www.scopus.com/pages/publications/85069213773

U2 - 10.23919/CLEO.2019.8750446

DO - 10.23919/CLEO.2019.8750446

M3 - Conference contribution

AN - SCOPUS:85069213773

T3 - 2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings

BT - 2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings

PB - Institute of Electrical and Electronics Engineers

T2 - 2019 Conference on Lasers and Electro-Optics, CLEO 2019

Y2 - 5 May 2019 through 10 May 2019

ER -

Wu Y, Calis A, Luo Y, Chen C, Lutton M, Rivenson Y et al. Label-free Bio-aerosol Sensing Using On-Chip Holographic Microscopy and Deep Learning. In 2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings. Institute of Electrical and Electronics Engineers. 2019. 8750446. (2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings). doi: 10.23919/CLEO.2019.8750446

Label-free Bio-aerosol Sensing Using On-Chip Holographic Microscopy and Deep Learning

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