• 8010

    Inffeldgasse 16 Graz

    Austria

Research Output 1970 2019

2018

A First-Order Primal-Dual Algorithm with Linesearch

Malitsky, Y. & Pock, T., 2018, In : SIAM Journal on Optimization. 28, 1, p. 411-432 22 p.

Research output: Contribution to journalArticleResearchpeer-review

A High-Performance Software Graphics Pipeline Architecture for the GPU

Kenzel, M., Kerbl, B., Schmalstieg, D. & Steinberger, M., 2018, In : ACM Transactions on Graphics. 37, 4, 140.

Research output: Contribution to journalArticleResearchpeer-review

Altersschätzung im Strafverfahren?!

Pfeifer, M., Urschler, M., Kerbacher, S. & Riener-Hofer, R., Mar 2018, In : Journal für Strafrecht. 5, 2, p. 124-128 5 p.

Research output: Contribution to journalArticleResearchpeer-review

Analysis of the influence of deviations between training and test data in learned image reconstruction

Knoll, F., Hammernik, K., Kobler, E., Pock, T., Sodickson, D. K. & Recht, M. P., 2018.

Research output: Contribution to conferenceAbstractResearchpeer-review

An Intent-Based Automated Traffic Light for Pedestrians

Ertler, C., Possegger, H., Opitz, M. & Bischof, H., 2018, (Accepted/In press) IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS).

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

An Overview of Augmented Visualization: Observing the Real World as Desired

Mori, S. & Saito, H., 18 Oct 2018, In : APSIPA Transactions on Signal and Information Processing. 9 p.

Research output: Contribution to journalReview articleResearchpeer-review

Apparatus and method for radiance transfer sampling for augmented reality

Gruber, L. & Schmalstieg, D., 17 Jan 2018

Research output: PatentResearch

A Review of Depth and Normal Fusion Algorithms

Antensteiner, D., Stolc, S. & Pock, T., 2018, In : Sensors .

Research output: Contribution to journalArticleResearchpeer-review

A Scalable Queue for Work Distribution on GPUs

Kerbl, B., Müller, J., Kenzel, M., Schmalstieg, D. & Steinberger, M., 2018, In : ACM SIGPLAN Notices. 53, 1, p. 401-402

Research output: Contribution to journalConference articleResearchpeer-review

Assessment of the generalization of learned image reconstruction and the potential for transfer learning

Knoll, F., Hammernik, K., Kobler, E., Pock, T., Recht, M. P. & Sodickson, D. K., 2018, In : Magnetic Resonance in Medicine. 81, 1, p. 116-128 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Assessment of the generalization of learned image reconstruction and the potential for transfer learning

Knoll, F., Hammernik, K., Pock, T., Sodickson, D. K. & Recht, M. P., 2018, p. 3376.

Research output: Contribution to conferenceAbstractResearchpeer-review

Being lazy at labelling for pose estimation

Poier, G., Schinagl, D. & Bischof, H., 2018, Proceedings of the OAGM Workshop 2018. Graz: Verlag der Technischen Universität Graz, p. 130

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

Open Access

Chemotherapeutic agents eligible for prior dosing in pancreatic cancer patients requiring hemodialysis: A systematic review

Hann, A., Nosalski, E., Hermann, P. C., Egger, J., Seufferlein, T. & Keller, F., 1 Aug 2018, In : Clinical Nephrology. 90, 2, p. 125-141 17 p.

Research output: Contribution to journalArticleResearchpeer-review

Pancreatic Neoplasms
Renal Dialysis
oxaliplatin
irinotecan
gemcitabine

Clinical evaluation of semi-automatic open-source algorithmic software segmentation of the mandibular bone: Practical feasibility and assessment of a new course of action

Wallner, J., Hochegger, K., Chen, X., Mischak, I., Reinbacher, K., Pau, M., Zrnc, T., Schwenzer-Zimmerer, K., Zemann, W., Schmalstieg, D. & Egger, J., 2018, In : PLoS ONE. 13, 5

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Bone
Software
Visualization
bones
Personnel

Combining Intelligent Recommendation and Mixed Reality in Itineraries for Urban Exploration

Jacucci, G., Andolina, S., Kalkofen, D., Schmalstieg, D., Nurminen, A., Spagnolli, A., Gamberini, L. & Ruotsalo, T., 2018, In : International Series on Information Systems and Management in Creative eMedia. 2017, 2, p. 18-23 6 p.

Research output: Contribution to journalArticleResearchpeer-review

Comparing Learned Variational Networks and Compressed Sensing for T1ρ Mapping of Knee Cartilage

Zibetti, M. V. W., Sharafi, A., Hammernik, K., Knoll, F. & Regatte, R. R., 2018.

Research output: Contribution to conferenceAbstractResearchpeer-review

Complexity and Scientific Challenges

Lepetit, V., 2018, Virtual Reality and Augmented Reality: Myths and Realities.

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

Data Analytics for Industrial Process Improvement - A Vision Paper

Thalmann, S., Mangler, J., Schreck, T., Huemer, C., Streit, M., Pauker, F., Weichhart, G., Schulte, S., Kittl, C., Pollak, C., Vukovic, M., Kappel, G., Gashi, M., Rinderle-Ma, S., Suschnigg, J., Jekic, N. & Lindstaedt, S., 1 Jul 2018, IEEE Conf. on Business Informatics, Workshop on Business Analytics in Practice and Applied Research. Vol. 02. p. 92-96 5 p.

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

Deep 2.5D Vehicle Classification with Sparse SfM Depth Prior for Automated Toll Systems

Waltner, G., Maurer, M., Holzmann, T., Ruprecht, P., Opitz, M., Possegger, H., Fraundorfer, F. & Bischof, H., 7 Dec 2018, 2018 IEEE Intelligent Transportation Systems Conference, ITSC 2018. Institute of Electrical and Electronics Engineers, Vol. 2018-November. p. 3212-3217 6 p. 8569670

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

Computer vision
Cameras
Neural networks
Data storage equipment

Deep 2.5 D Vehicle Classification with Sparse SfM Depth Prior for Automated Toll Systems

Waltner, G., Maurer, M., Holzmann, T., Ruprecht, P., Opitz, M., Possegger, H., Fraundorfer, F. & Bischof, H., 2018, In : arXiv.org e-Print archive. 6 p.

Research output: Contribution to journalArticleResearchpeer-review

Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly

Opitz, M., Waltner, G., Possegger, H. & Bischof, H., 2018, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Research output: Contribution to specialist publicationArticleResearchpeer-review

Domain Transfer for 3D Pose Estimation from Color Images without Manual Annotations

Rad, M., Oberweger, M. & Lepetit, V., 8 Oct 2018, In : arXiv.org e-Print archive. 16 p.

Research output: Contribution to journalArticleResearchpeer-review

Drone-Augmented Human Vision: Exocentric Control for Drones Exploring Hidden Areas

Erat, O., Isop, W. A., Kalkofen, D. & Schmalstieg, D., 17 Jan 2018, In : IEEE transactions on visualization and computer graphics.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Drones
Space flight
User interfaces
Display devices
X rays

Efficient 3D Pose Estimation and 3D Model Retrieval

Grabner, A., Roth, P. M. & Lepetit, V., 2018, Proceedings of the 42nd OAGM Workshop. Welk, M., Urschler, M. & Roth, P. M. (eds.). Verlag der Technischen Universität Graz, 1 p.

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

Open Access
File

Efficient Physics-Based Implementation for Realistic Hand-Object Interaction in Virtual Reality

Höll, M., Oberweger, M., Arth, C. & Lepetit, V., 2018, IEEE Conference on Virtual Reality and 3D User Interfaces.

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

Evaluation of CNN-based Single-Image Depth Estimation Methods

Koch, T., Liebel, L., Fraundorfer, F. & Körner, M., 2018, Proceedings ECCV 2018 Workshops.

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

Exploit 18F-FDG enhanced urinary bladder in PET data for deep learning ground truth generation in CT scans

Gsaxner, C., Pfarrkirchner, B., Lindner, L., Jakse, N., Wallner, J., Schmalstieg, D. & Egger, J., 12 Mar 2018, Medical Imaging 2018: Biomedical Applications in Molecular, Structural, and Functional Imaging. SPIE Press, SPIE - The International Society for Optical Engineering

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

Exploring the usage of time-of-flight cameras for contact and remote photoplethysmography

Nahler, C., Feldhofer, B., Ruether, M., Holweg, G. & Druml, N., 12 Oct 2018, Proceedings - 21st Euromicro Conference on Digital System Design, DSD 2018. Institute of Electrical and Electronics Engineers, p. 433-441 9 p. 8491850

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

Photoplethysmography
Cameras
Electrocardiography
Skin
Infrared radiation

faimGraph: High Performance Management of Fully-Dynamic Graphs under tight Memory Constraints on the GPU

Winter, M., Mlakar, D., Zayer, R., Seidel, H-P. & Steinberger, M., 2018, High Performance Computing, Networking, Storage and Analysis (SC’18), 2018.

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

Feature Mapping for Learning Fast and Accurate 3D Pose Inference from Synthetic Images

Rad, M., Oberweger, M. & Lepetit, V., 2018, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.

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

Fully Convolutional Mandible Segmentation on a valid Ground-Truth Dataset

Egger, J., Pfarrkirchner, B., Gsaxner, C., Lindner, L., Schmalstieg, D. & Wallner, J., 2018, Proceedings IEEE Engineering in Medicine and Biology Conference (EMBC).

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

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

Geometry-Aware Network for Non-Rigid Shape Prediction from a Single View

Pumarola, A., Agudo, A., Porzi, L., Sanfeliu, A., Lepetit, V. & Moreno-Noguer, F., 27 Sep 2018, In : arXiv.org e-Print archive. 10 p.

Research output: Contribution to journalArticleResearchpeer-review

GigaPan Image-Based 3D Reconstruction for Engineering Geological Investigation

Lee, H., Mostegel, C., Fraundorfer, F. & Kieffer, D. S., 2018.

Research output: Contribution to conferencePaperResearchpeer-review

Globally Consistent Dense Real-Time 3D Reconstruction from RGBD Data

Weilharter, R. J., Schenk, F. & Fraundorfer, F., 2018, Proceedings of the OAGM Workshop 2018: Medical Image Analysis. Welk, M., Urschler, M. & Roth, P. M. (eds.). Graz: Verlag der Technischen Universität Graz, p. 121-127 7 p.

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

Open Access
Surface reconstruction
Cameras

Guest Editorial Introduction to the Special Issue on Large Scale and Nonlinear Similarity Learning for Intelligent Video Analysis

Zuo, W., Lin, L., Yuille, A. L., Bischof, H., Zhang, L. & Porikli, F., 1 Oct 2018, In : IEEE Transactions on Circuits and Systems for Video Technology. 28, 10, p. 2441-2448 8 p., 8482249.

Research output: Contribution to journalReview articleResearchpeer-review

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
Thorax
Tomography
Lung
Veins
Arteries

Human Upper-Body Inverse Kinematics for Increased Embodiment in Consumer-Grade Virtual Reality

Parger, M., Müller, J., Steinberger, M. & Schmalstieg, D., 2018, Proc. ACM Virtual Reality Software and Technology (VRST).

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

Image Extrapolation for the Time Discrete Metamorphosis Model – Existence and Applications

Effland, A., Rumpf, M. & Schäfer, F., 2018, In : SIAM Journal on Imaging Sciences. 11, p. 834-862

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Incremental Structural Modeling Based on Geometric and Statistical Analyses

Roberto, R., Paulo Lima, J., Uchiyama, H., Arth, C., Teichrieb, V., Taniguchi, R. & Schmalstieg, D., 2018, Proc. Winter Conference on Application of Computer Vision (WACV).

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

Innovativ und Autonom: Test Bestanden

Flügge, B. & Bischof, H., 2018, Smart Mobility in der Praxis: Das Auto--unverzichtbar für den intermodalen Verkehr?.

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

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

Integrated computer-aided forensic case analysis, presentation, and documentation based on multimodal 3D data

Bornik, A., Urschler, M., Schmalstieg, D., Bischof, H., Krauskopf, A., Schwark, T., Scheurer, E. & Yen, K., Jun 2018, In : Forensic science international. 287, p. 12-24 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Documentation
Tomography
Crime
Magnetic Resonance Imaging
Photography

Integrating geometric configuration and appearance information into a unified framework for anatomical landmark localization

Urschler, M., Ebner, T. & Štern, D., 1 Jan 2018, In : Medical image analysis. 43, p. 23-36 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Imaging techniques
Cues
Joints
Forests
Datasets

Introducing the IEEE virtual reality 2018 special issue

De Floriani, L. & Schmalstieg, D., 1 Apr 2018, In : IEEE transactions on visualization and computer graphics. 24, 4, p. v

Research output: Contribution to journalEditorialResearchpeer-review

Layered Fields for Natural Tessellations on Surfaces

Zayer, R., Mlakar, D., Steinberger, M. & Seidel, H-P., 2018, In : ACM Transactions on Graphics. 37, 6, 15 p., 264.

Research output: Contribution to journalConference articleResearchpeer-review

Learning Energy Based Inpainting for Optical Flow

Vogel, C., Knöbelreiter, P. & Pock, T., 4 Dec 2018.

Research output: Contribution to conferencePaperResearchpeer-review

Optical flows
Feature extraction
Neural networks
Data storage equipment

Learning Latent Representations of 3D Human Pose with Deep Neural Networks

Katircioglu, I., Tekin, B., Salzmann, M. & Lepetit, V., 2018, In : International Journal of Computer Vision.

Research output: Contribution to journalArticleResearchpeer-review

Learning Pose Specific Representations by Predicting Different Views

Poier, G., Schinagl, D. & Bischof, H., 2018, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.

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

Learning to Find Good Correspondences

Yi, K. M., Trulls, E., Ono, Y., Lepetit, V., Salzmann, M. & Fua, P., 2018, In : arXiv.org e-Print archive. 13 p.

Research output: Contribution to journalArticleResearchpeer-review