Generative Adversarial Networks to Synthetically Augment Data for Deep Learning based Image Segmentation

Thomas Neff, Christian Payer, Darko Štern, Martin Urschler

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

Original languageEnglish
Title of host publicationProceedings of the OAGM Workshop 2018
Subtitle of host publicationMedical Image Analysis
EditorsMartin Welk, Peter M. Roth, Martin Urschler
PublisherVerlag der Technischen Universität Graz
Pages22-29
Number of pages8
ISBN (Electronic)978-3-85125-603-1
DOIs
Publication statusPublished - May 2018
EventOAGM Workshop 2018: Medical Image Analysis - Hall/Tyrol, Austria
Duration: 15 May 2018 → 16 May 2018

Workshop

WorkshopOAGM Workshop 2018
CountryAustria
CityHall/Tyrol
Period15/05/18 → 16/05/18

Fields of Expertise

  • Information, Communication & Computing

Cooperations

  • BioTechMed-Graz

Cite this

Neff, T., Payer, C., Štern, D., & Urschler, M. (2018). Generative Adversarial Networks to Synthetically Augment Data for Deep Learning based Image Segmentation. In M. Welk, P. M. Roth, & M. Urschler (Eds.), Proceedings of the OAGM Workshop 2018: Medical Image Analysis (pp. 22-29). Verlag der Technischen Universität Graz. https://doi.org/10.3217/978-3-85125-603-1-07

Generative Adversarial Networks to Synthetically Augment Data for Deep Learning based Image Segmentation. / Neff, Thomas; Payer, Christian; Štern, Darko; Urschler, Martin.

Proceedings of the OAGM Workshop 2018: Medical Image Analysis. ed. / Martin Welk; Peter M. Roth; Martin Urschler. Verlag der Technischen Universität Graz, 2018. p. 22-29.

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

Neff, T, Payer, C, Štern, D & Urschler, M 2018, Generative Adversarial Networks to Synthetically Augment Data for Deep Learning based Image Segmentation. in M Welk, PM Roth & M Urschler (eds), Proceedings of the OAGM Workshop 2018: Medical Image Analysis. Verlag der Technischen Universität Graz, pp. 22-29, OAGM Workshop 2018, Hall/Tyrol, Austria, 15/05/18. https://doi.org/10.3217/978-3-85125-603-1-07
Neff T, Payer C, Štern D, Urschler M. Generative Adversarial Networks to Synthetically Augment Data for Deep Learning based Image Segmentation. In Welk M, Roth PM, Urschler M, editors, Proceedings of the OAGM Workshop 2018: Medical Image Analysis. Verlag der Technischen Universität Graz. 2018. p. 22-29 https://doi.org/10.3217/978-3-85125-603-1-07
Neff, Thomas ; Payer, Christian ; Štern, Darko ; Urschler, Martin. / Generative Adversarial Networks to Synthetically Augment Data for Deep Learning based Image Segmentation. Proceedings of the OAGM Workshop 2018: Medical Image Analysis. editor / Martin Welk ; Peter M. Roth ; Martin Urschler. Verlag der Technischen Universität Graz, 2018. pp. 22-29
@inproceedings{8b57cc2d76ae40f4a25f78579f8222c2,
title = "Generative Adversarial Networks to Synthetically Augment Data for Deep Learning based Image Segmentation",
author = "Thomas Neff and Christian Payer and Darko Štern and Martin Urschler",
year = "2018",
month = "5",
doi = "10.3217/978-3-85125-603-1-07",
language = "English",
pages = "22--29",
editor = "Martin Welk and Roth, {Peter M.} and Martin Urschler",
booktitle = "Proceedings of the OAGM Workshop 2018",
publisher = "Verlag der Technischen Universit{\"a}t Graz",

}

TY - GEN

T1 - Generative Adversarial Networks to Synthetically Augment Data for Deep Learning based Image Segmentation

AU - Neff, Thomas

AU - Payer, Christian

AU - Štern, Darko

AU - Urschler, Martin

PY - 2018/5

Y1 - 2018/5

U2 - 10.3217/978-3-85125-603-1-07

DO - 10.3217/978-3-85125-603-1-07

M3 - Conference contribution

SP - 22

EP - 29

BT - Proceedings of the OAGM Workshop 2018

A2 - Welk, Martin

A2 - Roth, Peter M.

A2 - Urschler, Martin

PB - Verlag der Technischen Universität Graz

ER -

Access to Document

Related content

Projects

FWF - FAME - Fully Automatic MRI-based Age Estimation of Adolescents

Project: Research project