Deep Learning Method to Find Swanepoel Envelopes in Transmission Spectroscopy

Manuel Ballester; Emilio Marquez; Almudena P. Marquez; Santiago Lopez-Tapia; Oliver Strides Cossairt; Florian Willomitzer; Aggelos K. Katsaggelos

doi:10.1364/COSI.2023.CTh2A.5

Deep Learning Method to Find Swanepoel Envelopes in Transmission Spectroscopy

Manuel Ballester^*, Emilio Marquez, Almudena P. Marquez, Santiago Lopez-Tapia, Oliver Strides Cossairt, Florian Willomitzer, Aggelos K. Katsaggelos

^*Corresponding author for this work

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

2 Scopus citations

Abstract

This research presents a novel Deep Learning method to find the Swanepoel Envelopes from the transmission spectra of dielectric thin films. This method improves the efficiency and accuracy of the film’s optical characterization.

Original language	English (US)
DOIs	https://doi.org/10.1364/COSI.2023.CTh2A.5
State	Published - 2023
Event	2023 Computational Optical Sensing and Imaging, COSI 2023 in Optica Imaging Congress - Part of Imaging and Applied Optics Congress 2023 - Boston, United States Duration: Aug 14 2023 → Aug 17 2023

Conference

Conference	2023 Computational Optical Sensing and Imaging, COSI 2023 in Optica Imaging Congress - Part of Imaging and Applied Optics Congress 2023
Country/Territory	United States
City	Boston
Period	8/14/23 → 8/17/23

ASJC Scopus subject areas

General Computer Science
Electronic, Optical and Magnetic Materials
Atomic and Molecular Physics, and Optics
Space and Planetary Science
Control and Systems Engineering
Electrical and Electronic Engineering
Instrumentation

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10.1364/COSI.2023.CTh2A.5

Cite this

Ballester, M., Marquez, E., Marquez, A. P., Lopez-Tapia, S., Cossairt, O. S., Willomitzer, F., & Katsaggelos, A. K. (2023). Deep Learning Method to Find Swanepoel Envelopes in Transmission Spectroscopy. Paper presented at 2023 Computational Optical Sensing and Imaging, COSI 2023 in Optica Imaging Congress - Part of Imaging and Applied Optics Congress 2023, Boston, United States. https://doi.org/10.1364/COSI.2023.CTh2A.5

@conference{2aa8765e149d44cbb456d5754d93469d,

title = "Deep Learning Method to Find Swanepoel Envelopes in Transmission Spectroscopy",

abstract = "This research presents a novel Deep Learning method to find the Swanepoel Envelopes from the transmission spectra of dielectric thin films. This method improves the efficiency and accuracy of the film{\textquoteright}s optical characterization.",

author = "Manuel Ballester and Emilio Marquez and Marquez, {Almudena P.} and Santiago Lopez-Tapia and Cossairt, {Oliver Strides} and Florian Willomitzer and Katsaggelos, {Aggelos K.}",

note = "Publisher Copyright: {\textcopyright} 2023 The Author(s).; 2023 Computational Optical Sensing and Imaging, COSI 2023 in Optica Imaging Congress - Part of Imaging and Applied Optics Congress 2023 ; Conference date: 14-08-2023 Through 17-08-2023",

year = "2023",

doi = "10.1364/COSI.2023.CTh2A.5",

language = "English (US)",

}

Ballester, M, Marquez, E, Marquez, AP, Lopez-Tapia, S, Cossairt, OS, Willomitzer, F & Katsaggelos, AK 2023, 'Deep Learning Method to Find Swanepoel Envelopes in Transmission Spectroscopy', Paper presented at 2023 Computational Optical Sensing and Imaging, COSI 2023 in Optica Imaging Congress - Part of Imaging and Applied Optics Congress 2023, Boston, United States, 8/14/23 - 8/17/23. https://doi.org/10.1364/COSI.2023.CTh2A.5

Deep Learning Method to Find Swanepoel Envelopes in Transmission Spectroscopy. / Ballester, Manuel; Marquez, Emilio; Marquez, Almudena P. et al.
2023. Paper presented at 2023 Computational Optical Sensing and Imaging, COSI 2023 in Optica Imaging Congress - Part of Imaging and Applied Optics Congress 2023, Boston, United States.

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

TY - CONF

T1 - Deep Learning Method to Find Swanepoel Envelopes in Transmission Spectroscopy

AU - Ballester, Manuel

AU - Marquez, Emilio

AU - Marquez, Almudena P.

AU - Lopez-Tapia, Santiago

AU - Cossairt, Oliver Strides

AU - Willomitzer, Florian

AU - Katsaggelos, Aggelos K.

PY - 2023

Y1 - 2023

N2 - This research presents a novel Deep Learning method to find the Swanepoel Envelopes from the transmission spectra of dielectric thin films. This method improves the efficiency and accuracy of the film’s optical characterization.

AB - This research presents a novel Deep Learning method to find the Swanepoel Envelopes from the transmission spectra of dielectric thin films. This method improves the efficiency and accuracy of the film’s optical characterization.

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UR - http://www.scopus.com/inward/citedby.url?scp=85192536811&partnerID=8YFLogxK

U2 - 10.1364/COSI.2023.CTh2A.5

DO - 10.1364/COSI.2023.CTh2A.5

M3 - Paper

AN - SCOPUS:85192536811

T2 - 2023 Computational Optical Sensing and Imaging, COSI 2023 in Optica Imaging Congress - Part of Imaging and Applied Optics Congress 2023

Y2 - 14 August 2023 through 17 August 2023

ER -

Ballester M, Marquez E, Marquez AP, Lopez-Tapia S, Cossairt OS, Willomitzer F et al.. Deep Learning Method to Find Swanepoel Envelopes in Transmission Spectroscopy. 2023. Paper presented at 2023 Computational Optical Sensing and Imaging, COSI 2023 in Optica Imaging Congress - Part of Imaging and Applied Optics Congress 2023, Boston, United States. doi: 10.1364/COSI.2023.CTh2A.5

Deep Learning Method to Find Swanepoel Envelopes in Transmission Spectroscopy

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ASJC Scopus subject areas

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