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Fingerprint Dive into the research topics where Thomas Neff is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Recurrent Networks Mathematics
Network architecture Engineering & Materials Science
Segmentation Mathematics
Labels Engineering & Materials Science
Network Architecture Mathematics
Semantics Engineering & Materials Science
Left Ventricle Mathematics
Evaluate Mathematics

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Research Output 2017 2018

  • 3 Conference contribution
  • 1 Abstract
  • 1 Conference article

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

Neff, T., Payer, C., Štern, D. & Urschler, M., May 2018, Proceedings of the OAGM Workshop 2018: Medical Image Analysis. Welk, M., Roth, P. M. & Urschler, M. (eds.). Verlag der Technischen Universität Graz, p. 22-29 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access

Instance segmentation and tracking with cosine embeddings and recurrent hourglass networks

Payer, C., Štern, D., Neff, T., Bischof, H. & Urschler, M., 16 Sep 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Springer Verlag Heidelberg, p. 3-11 9 p. (Lecture Notes in Computer Science; vol. 11071 ).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Recurrent Networks
Network architecture
Segmentation
Labels
Network Architecture

Shading Atlas Streaming

Müller, J., Voglreiter, P., Dokter, M., Neff, T., Makar, M., Steinberger, M. & Schmalstieg, D., 2018, In : ACM Transactions on Graphics. 37, 6, 16 p., 199.

Research output: Contribution to journalConference articleResearchpeer-review

Generative Adversarial Network based Synthesis for Supervised Medical Image Segmentation

Neff, T., Payer, C., Stern, D. & Urschler, M., May 2017, Proceedings of the OAGM&ARW Joint Workshop 2017: Vision, Automation and Robotics. Verlag der Technischen Universität Graz, p. 140-145 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access

Simultaneous Multi-Person Detection and Single-Person Pose Estimation With a Single Heatmap Regression Network

Payer, C., Neff, T., Bischof, H., Urschler, M. & Štern, D., Oct 2017.

Research output: Contribution to conferenceAbstractResearchpeer-review

Prizes

OAGM Best Paper Award

Thomas Neff (Recipient), Christian Payer (Recipient), Darko Stern (Recipient) & Martin Urschler (Recipient), 11 May 2017

Prize: Prizes / Medals / Awards