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 proceedingConference contribution

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
StatusPublished - May 2018
EventOAGM Workshop 2018 - Hall/Tyrol, Austria
Duration: 15 May 201816 May 2018

Workshop

WorkshopOAGM Workshop 2018
CountryAustria
CityHall/Tyrol
Period15/05/1816/05/18

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. DOI: 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 proceedingConference contribution

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. DOI: 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. Available from, DOI: 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
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