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2020

Phenomenological Modelling of Lane Detection Sensors for Validating System Performance of Lane Keeping Assist Systems

Höber, M., Nalic, D., Eichberger, A., Samiee, S., Magosi, Z. F. & Payerl, C., 2020, (Accepted/In press) p. 1-7. 7 p.

Research output: Contribution to conferencePaperResearchpeer-review

2019

A minimal continuum representation of a transverse isotropic viscoelastic pulp fibre based on micromechanical measurements

Seidlhofer, T., Czibula, C. M., Teichert, C., Payerl, C., Hirn, U. & Ulz, M. H., 2019, In : Mechanics of Materials. 135, p. 149-161 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Automated age estimation from MRI volumes of the hand

Stern, D., Payer, C. & Urschler, M., 2019, In : Medical image analysis. 58, 101538.

Research output: Contribution to journalArticleResearchpeer-review

Automatic Age Estimation and Majority Age Classification from Multi-Factorial MRI Data

Stern, D., Payer, C., Giuliani, N. & Urschler, M., Jul 2019, In : IEEE Journal of Biomedical and Health Informatics. 23, 4, p. 1392-1403

Research output: Contribution to journalArticleResearchpeer-review

Evaluating Spatial Configuration Constrained CNNs for Localizing Facial and Body Pose Landmarks

Payer, C., Stern, D. & Urschler, M., 2019.

Research output: Contribution to conferencePaperResearchpeer-review

Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge

Zhuang, X., Li, L., Payer, C., Stern, D., Urschler, M., P. Heinrich, M., Oster, J., Wang, C., Smedby, Ö., Bian, C., Yang, X., Heng, P-A., Mortazi, A., Bagci, U., Yang, G., Sun, C., Galisot, G., Ramel, J-Y., Brouard, T., Tong, Q. & 14 othersSi, W., Liao, X., Zeng, G., Shi, Z., Zheng, G., Wang, C., MacGillivray, T., Newby, D., Rhode, K., Ourselin, S., Mohiaddin, R., Keegan, J., Firmin, D. & Yang, G., 2019, In : Medical image analysis. 58, 101537

Research output: Contribution to journalArticleResearchpeer-review

Integrating spatial configuration into heatmap regression based CNNs for landmark localization

Bischof, H., Stern, D., Payer, C. & Urschler, M., 2019, In : Medical image analysis. p. 207-219

Research output: Contribution to journalArticleResearchpeer-review

Matwo-CapsNet: A Multi-label Semantic Segmentation Capsules Network

Bonheur, S., Stern, D., Payer, C., Pienn, M., Olschewski, H. & Urschler, M., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019. Cham: Springer, p. 664-672 (Lecture Notes in Computer Science; vol. 11768).

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

Segmenting and tracking cell instances with cosine embeddings and recurrent hourglass networks

Bischof, H., Payer, C., Stern, D., Feiner, M. & Urschler, M., 2019, In : Medical image analysis. p. 106-119

Research output: Contribution to journalArticleResearchpeer-review

Vertebrae Localization and Segmentation with SpatialConfiguration-Net and U-Net

Payer, C., Stern, D., Bischof, H. & Urschler, M., 2019, Large Scale Vertebrae Segmentation Challenge 2019.

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

2018

Evaluation of Human Acceptance and Comfort of Automated Highway Driving at Different Levels of Automation

Eichberger, A., Rogic, B., Quinz, P., Koglbauer, I. V., Payerl, C., Haberl, M. & Malic, D., 18 Apr 2018, 7th Transport Research Arena (TRA 2018). 7 p.

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

Open Access

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

Healthy lung vessel morphology derived from thoracic computed tomography

Pienn, M., Burgard, C., Payer, C., Avian, A., Urschler, M., Stollberger, R., Olschewski, A., Olschewski, H., Johnson, T., Meinel, F. & Bálint, Z., 10 Apr 2018, In : Frontiers in Physiology. 9, 10 p., 346.

Research output: Contribution to journalArticleResearchpeer-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

Multi-label Whole Heart Segmentation using Anatomical Label Configurations and CNNs

Payer, C., Štern, D., Bischof, H. & Urschler, M., May 2018, Proceedings of the OAGM Workshop 2018: Medical Image Analysis. Welk, M., Urschler, M. & Roth, P. M. (eds.). Verlag der Technischen Universität Graz, p. 6 1 p.

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

Open Access

Multi-label Whole Heart Segmentation Using CNNs and Anatomical Label Configurations

Payer, C., Stern, D., Bischof, H. & Urschler, M., 15 Mar 2018, Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges. STACOM 2017. Pop, M. (ed.). Springer, Vol. 10663. p. 190-198 9 p. (Lecture Notes in Computer Science).

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

Pulmonary Lobe Segmentation in CT Images using Alpha-Expansion

Giuliani, N., Payer, C., Pienn, M., Olschewski, H. & Urschler, M., 28 Jan 2018, Proceedings of the 13th International Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018) - Volume 4: VISAPP. p. 387-394

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

Reducing acquisition time for MRI-based forensic age estimation

Neumayer, B., Schloegl, M., Payer, C., Widek, T., Tschauner, S., Ehammer, T., Stollberger, R. & Urschler, M., 1 Feb 2018, In : Scientific Reports. 8, 1, p. 2063

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Sparse-view CT Reconstruction using Wasserstein GANs

Thaler, F., Hammernik, K., Payer, C., Urschler, M. & Štern, D., 16 Sep 2018, Machine Learning for Medical Image Reconstruction - First International Workshop, MLMIR 2018, Held in Conjunction with MICCAI 2018, Proceedings. Springer Verlag Heidelberg, Vol. 11074 LNCS. p. 75-82 8 p. (Lecture Notes in Computer Science ; vol. 11074).

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

Utilization of Test Regions Worldwide for ADAS Validation

Dietl, P., Bernsteiner, S., Tschabuschnig, K., Alber, F. & Payerl, C., 2018, 20. VDA Technischer Kongress 2018: 20th VDA Technical Congress 2018. Berlin, p. 150-159

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearch

Volumetric Reconstruction from a Limited Number of Digitally Reconstructed Radiographs Using CNNs

Thaler, F., Payer, C. & Stern, D., 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. 13-19 7 p.

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

Open Access
2017

Accuracy of age estimation based on undersampled MR images of the hand

Neumayer, B., Schlögl, M., Payer, C., Widek, T., Ehammer, T., Stollberger, R. & Urschler, M., May 2017.

Research output: Contribution to conferenceAbstractResearchpeer-review

Age-related changes in lung vessel morphology in healthy men and women

Pienn, M., Burgard, C., Payer, C., Urschler, M., Johnson, T., Stollberger, R., Olschewski, A., Olschewski, H., Meinel, F. G. & Balint, Z., 1 Oct 2017.

Research output: Contribution to conferenceAbstractResearchpeer-review

Forensische Altersdiagnostik mit Fokus auf den Lebenden

Urschler, M., Pfeifer, M., Stern, D. & Widek, T., 2017, Forensigraphie: Möglichkeiten und Grenzen IT-gestützter klinisch-forensischer Bildgebung. Bergauer, C., Riener-Hofer, R., Schwark, T. & Staudegger, E. (eds.). Vienna: Jan Sramek Verlag KG, p. 189-221 33 p.

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

File

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

Multi-factorial age estimation from skeletal and dental MRI volumes

Štern, D., Kainz, P., Payer, C. & Urschler, M., 2017, Machine Learning in Medical Imaging - 8th International Workshop, MLMI 2017, Held in Conjunction with MICCAI 2017, Proceedings. Springer-Verlag Italia, Vol. 10541 LNCS. p. 61-69 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10541 LNCS).

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

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

2016

Acceleration of MR Measurements for Age Estimation

Neumayer, B., Schlögl, M., Payer, C., Widek, T., Ehammer, T., Stollberger, R. & Urschler, M., 1 Oct 2016.

Research output: Contribution to conferenceAbstractResearchpeer-review

Age dependent changes in lung arteries and veins in healthy women and men

Pienn, M., Burgard, C., Payer, C., Urschler, M., Meinel, F. G., Stollberger, R., Olschewski, A., Olschewski, H. & Balint, Z., 24 Oct 2016.

Research output: Contribution to conferenceAbstractResearchpeer-review

Automated Age Estimation from Hand MRI Volumes Using Deep Learning

Stern, D., Payer, C., Lepetit, V. & Urschler, M., 21 Oct 2016, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016: 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II. Ourselin, S., Joskowicz, L., Sabuncu, M. R., Unal, G. & Wells, W. (eds.). Springer International Publishing AG , Vol. 9901. p. 194-202 9 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Automated integer programming based separation of arteries and veins from thoracic CT images

Payer, C., Pienn, M., Bálint, Z., Shekhovtsov, O., Talakic, E., Nagy, E., Olschewski, A., Olschewski, H. & Urschler, M., Dec 2016, In : Medical image analysis. 34, p. 109–122 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Konzeptionelle virtuelle Absicherung von automatisierten Fahrfunktionen anhand eines SAE Level 3 Fahrstreifenwechselassistenten

Rogic, B., Bernsteiner, S., Samiee, S., Eichberger, A. & Payerl, C., 8 Nov 2016.

Research output: Contribution to conferencePosterResearch

Reduced Venous Vessel Density in Pre-Capillary Pulmonary Hypertension

Pienn, M., Payer, C., Urschler, M., Salvan-Schaschl, C., Neuwirth, R., Stollberger, R., Kovacs, G., Foris, V., Olschewski, A., Olschewski, H. & Balint, Z., 18 May 2016, p. 7166.

Research output: Contribution to conferenceAbstractResearchpeer-review

Regressing Heatmaps for Multiple Landmark Localization Using CNNs

Payer, C., Stern, D., Bischof, H. & Urschler, M., 21 Oct 2016, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016: 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II. Ourselin, S., Joskowicz, L., Sabuncu, M. R., Unal, G. & Wells, W. (eds.). Springer International Publishing AG , Vol. 9901. p. 230-238 9 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Validation of TGV regularized accelerated MR reconstruction by age estimation.

Schlögl, M., Neumayer, B., Ehammer, T., Widek, T., Payer, C., Urschler, M. & Stollberger, R., 1 Oct 2016.

Research output: Contribution to conferenceAbstractResearchpeer-review

2015

Automatic Artery-Vein Separation from Thoracic CT Images Using Integer Programming

Payer, C., Pienn, M., Balint, Z., Olschewski, A., Olschewski, H. & Urschler, M., 2015, Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015: 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part II. Navab, N., Hornegger, J., Wells, W. M. & Frangi, A. F. (eds.). Springer International Publishing AG , Vol. 9350. p. 36-43 (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Increased tortuosity of pulmonary arteries in patients with pulmonary hypertension in the arteries

Pienn, M., Payer, C., Olschewski, A., Olschewski, H., Urschler, M. & Balint, Z., 2015, Proceedings of the 19th Conference on Medical Image Understanding and Analysis. Lambrou, T. & Ye, X. (eds.). The British Machine Vision Association, p. 86-91

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

Open Access

Integration von Fahrerassistenzsystemen

Bernsteiner, S., Magosi, Z. F., Payerl, C. & Eichberger, A., 21 Jan 2015.

Research output: Contribution to conference(Old data) Lecture or PresentationResearch

Pulmonary arterial tortuosity as a non-invasive diagnostic tool for pulmonary arterial hypertension

Pienn, M., Payer, C., Olschewski, A., Olschewski, H., Kovacs, G., Foris, V., Urschler, M. & Balint, Z., 2015, p. 822.

Research output: Contribution to conferenceAbstractResearchpeer-review

Regional differences in lung vessel morphology from thoracic CT images

Payer, C., Pienn, M., Urschler, M., Kovacs, G., Douschan, P., Olschewski, H., Olschewski, A. & Balint, Z., 2015, p. 812.

Research output: Contribution to conferenceAbstractResearchpeer-review

2014

Evaluation of car-to-x platforms for integration into future serial production vehicles

Payerl, C., Hillebrand, J. & Tschabuschnig, K., 2014, Embedded World. ., p. 1-4

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

2007

Schutz der Privatsphäre in einem webbasierten Multiuser-System

Lackner, G., Payer, U., Slamanig, D. & Stingl, C., 2007, (Accepted/In press) D • A • CH Security 2007. .

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

Open Access
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