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    Inffeldgasse 16 Graz

    Austria

Research Output 1970 2019

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Conference contribution
2017

Feedback Loop and Accurate Training Data for 3D Hand Pose Estimation

Oberweger, M., Wohlhart, P., Riegler, G. & Lepetit, V., 2017, OAGM&ARW Joint Workshop.

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

Globally Homogeneous, Locally Adaptive Sparse Matrix-vector Multiplication on the GPU

Steinberger, M., Zayer, R. & Seidel, H-P., 2017, Proceedings of the International Conference on Supercomputing. New York, NY, USA: ACM SIGWEB , p. 13:1-13:11 (ICS '17).

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

GPU-Based Image Geodesics for Optical Coherence Tomography

Effland, A., Berkels, B., Buchner, M., Rumpf, M. & Schmitz- Valckenberg, S., 2017, Bildverarbeitung für die Medizin: Informatik aktuell.

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

Open Access

Integration of the HTC Vive into the Medical Platform MeVisLab

Egger, J., Gall, M., Hann, A., Li, X., Chen, X., Schmalstieg, D., Boechat de Almeida Germano, P. & Wallner, J., 1 Feb 2017, Proc. SPIE Medical Imaging. Orlando, FL, USA

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

Interactive Planning of Miniplates

Gall, M., Reinbacher, K., Stanzel, J., Chen, X., Schwenzer-Zimmerer, K., Wallner, J., Schmalstieg, D. & Egger, J., 1 Feb 2017, Proc. SPIE Medical Imaging. Orlando, FL, USA

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

Interaktive Planung von Gesichtsimplantaten

Gall, M., Reinbacher, K., Schwenzer-Zimmerer, K., Schmalstieg, D., Egger, J. & Wallner, J., 1 Mar 2017, Proc. Bildverarbeitung fuer die Medizin (BVM). Heidelberg, Germany

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

L2 or not L2: Impact of Loss Function Design for Deep Learning MRI Reconstruction

Hammernik, K., Knoll, F., Sodickson, D. K. & Pock, T., 2017, Proceedings of the International Society of Magnetic Resonance in Medicine (ISMRM). 0687

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

Learning to Align Semantic Segmentation and 2.5D Maps for Geolocalization

Armagan, A., Hirzer, M., Roth, P. M. & Lepetit, V., 2017, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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

Semantics
Global positioning system

Loss-Specific Training of Random Forests for Super-Resolution

Grabner, A., Poier, G., Opitz, M., Schulter, S. & Roth, P. M., 2017, Proceedings of the 22nd Computer Vision Winter Workshop. Kropatsch, W. G., Janusch, I. & Artner, N. M. (eds.). TU Wien, Pattern Recongition and Image Processing Group, 9 p.

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

Open Access
File
Data storage equipment

Machine Learning and Knowledge Extraction in Digital Pathology needs an integrative approach

Holzinger, A., Malle, B., Kieseberg, P., Müller, H., Reihs, R. & Zatloukal, K., 2017, Towards Integrative Machine Learning and Knowledge Extraction: BIRS Workshop, Banff, AB, Canada, July 24-26, 2015, Revised Selected Papers. Holzinger, A., Goebel, R., Ferri, M. & Palade, V. (eds.). Cham: Springer, (Lecture Notes in Computer Science; vol. 10344).

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

Measuring Human-made Corner Structures With a Robotic Total Station using Support Points, Lines and Planes

Klug, C., Schmalstieg, D. & Arth, C., 1 Feb 2017, Proc. International Conference on Computer Vision Theory and Applications (VISAPP). Porto, Portugal

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

Robotics
Systematic errors
User interfaces
Laser beams
Processing

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

Factorial
Magnetic resonance imaging
Medicine
Bone
Tuning

Neural EPI-Volume Networks for Shape from Light Field

Heber, S., Yu, W. & Pock, T., 2017, IEEE International Conference on Computer Vision (ICCV).

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

OctNetFusion: Learning Depth Fusion from Data

Riegler, G., Ulusoy, A. O., Bischof, H. & Geiger, A., 4 Apr 2017, Proceedings of 3DV 2017. 10 p.

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

On the Influence of Sampling Pattern Design on Deep Learning-Based MRI Reconstruction

Hammernik, K., Knoll, F., Sodickson, D. K. & Pock, T., 2017, Proceedings of the International Society of Magnetic Resonance in Medicine (ISMRM). 0644

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

Pedestrian Detection in RGB-D Images from an Elevated Viewpoint

Ertler, C. G., Possegger, H., Opitz, M. & Bischof, H., 2017, Proceedings of the 22nd Computer Vision Winter Workshop. Kropatsch, W. G., Janusch, I. & Artner, N. M. (eds.). Wien: TU Wien, Pattern Recongition and Image Processing Group

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

Plane-based Surface Regularization for Urban 3D Reconstruction

Holzmann, T., Oswald, M. R., Pollefeys, M., Fraundorfer, F. & Bischof, H., 2017, 28th British Machine Vision Conference.

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

Open Access
File

Radiometry propagation to large 3D point clouds from sparsely sampled ground truth

Höll, T. & Pinz, A., 2017, Computer Vision – ACCV 2016, Part II: 13th Asian Conference on Computer Vision. Chen, C. S., Lu, J. & Ma, KK. (eds.). Cham: Springer, p. 222-235 (Lecture Notes in Computer Science; vol. 10117).

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

cultural heritage
visualization
artifact
method

Real-time panoramic tracking for event cameras

Reinbacher, C., Munda, G. & Pock, T., 16 Jun 2017, 2017 IEEE International Conference on Computational Photography, ICCP 2017 - Proceedings. Institute of Electrical and Electronics Engineers, 7951488

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

Cameras
cameras
degrees of freedom
formulations
shift

Retargeting Video Tutorials Showing Tools With Surface Contact to Augmented Reality

Mohr, P., Mandl, D., Tatzgern, M., Veas, E., Schmalstieg, D. & Kalkofen, D., 1 May 2017, Proc. ACM Conference on Human Factors in Computing Systems (CHI). Denver, CO, USA

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

Robust Edge-based Visual Odometry using Machine-Learned Edges

Schenk, F. & Fraundorfer, F., 2017, Proceedings of the IEEE/RSJ Conference on Intelligent Robots and Systems (IROS). Institute of Electrical and Electronics Engineers, p. 1297-1304 8 p.

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

Open Access
File
Edge detection
Laptop computers
Program processors
Lighting
Cameras

Scalable Surface Reconstruction from Point Clouds with Extreme Scale and Density Diversity

Mostegel, C., Prettenthaler, R., Fraundorfer, F. & Bischof, H., 2017, IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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

Semantic 3D Reconstruction with Finite Element Bases

Vogel, C., Richard, A., Pock, T. & Schindler, K., 3 Sep 2017, 28th British Machine Vision Conference: BMVC 2017. Vol. 28. 28 p.

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

File

Semantic Segmentation for 3D Localization in Urban Environments

Armagan, A., Hirzer, M. & Lepetit, V., 2017, Proceedings of the Joint Urban Remote Sensing Event (JURSE).

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

Semantics
Image segmentation
Learning systems
Rendering (computer graphics)

ShapeGenetics: Using Genetic Algorithms for Procedural Modeling

Haubenwallner, K., Seidel, H-P. & Steinberger, M., 2017, Computer Graphics Forum. Vol. 36.

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

Sparse matrix assembly on the GPU through multiplication patterns

Zayer, R., Steinberger, M. & Seidel, H. P., 1 Sep 2017, 2017 IEEE High Performance Extreme Computing Conference (HPEC). p. 1-8 8 p.

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

Spatiotemporal Multiplier Networks for Video Action Recognition

Feichtenhofer, C., Pinz, A. & Wildes, R., 22 Jul 2017, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

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

Temporal Residual Networks for Dynamic Scene Recognition

Feichtenhofer, C., Pinz, A. & Wildes, R., 22 Jul 2017, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

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

Time Discrete Extrapolation in a Riemannian Space of Images

Effland, A., Rumpf, M. & Schäfer, F., 2017, International Conference on Scale Space and Variational Methods in Computer Vision. Vol. 10302. p. 473-485

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

Open Access

Trainable Regularization for Multi-frame Superresolution

Klatzer, T., Soukup, D., Kobler, E., Hammernik, K. & Pock, T., 2017, Pattern Recognition: German Conference, GCPR 2017, Proceedings. Roth, V. & Vetter, T. (eds.). Springer, p. 90-100 (Lecture Notes in Computer Science; vol. 10496).

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

File
Cameras
Supervised learning
Inspection
Imaging techniques

Variational Networks: Connecting Variational Methods and Deep Learning

Kobler, E., Klatzer, T., Hammernik, K. & Pock, T., 2017, Pattern Recognition: German Conference, GCPR 2017, Proceedings. Springer, p. 281-293 (Lecture Notes in Computer Science; vol. 10496).

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

Image reconstruction
Gradient methods
Neural networks
Deep learning
Experiments

Variational Photoacoustic Image Reconstruction with Spatially Resolved Projection Data

Hammernik, K., Pock, T. & Nuster, R., 2017, Proc. SPIE. Vol. 10064.

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

image reconstruction
projection
noise measurement
visibility
vessels

VISGIS: Dynamic situated visualization for geographic information systems

Zollmann, S., Poglitsch, C. & Ventura, J., 3 Jan 2017, Proceedings of the 2016 International Conference on Image and Vision Computing New Zealand, IVCNZ 2016. IEEE Computer Society Publications, 7804440

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

Geographic information systems
Visualization
Augmented reality
Visibility
Labels

Volumetric Flow Estimation for Incompressible Fluids using the Stationary Stokes Equations

Lasinger, K., Vogel, C. & Schindler, K., 22 Oct 2017, International Conference on Computer Vision 2017. IEEE Computer Society, 17 p.

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

File

„Autonomes Fahren“ aus datenschutzrechtlicher Sicht, in Eisenberger/Lachmayer/Eisenberger (Hrsg), Autonomes Fahren und Recht (2017), 169

Kunnert, G., 2017, „Autonomes Fahren“ aus datenschutzrechtlicher Sicht. in Eisenberger/Lachmayer/Eisenberger (ed.). Wien: Manz, p. 169-207

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

File
2016

Accuracy related research on the use of UAVs in Mine Surveying

Tscharf, A., Rumpler, M., Mayer, G., Fraundorfer, F. & Bischof, H., Sep 2016, XVI International Mine Surveying Congress.

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

Adaptive Information Density for Augmented Reality Displays

Tatzgern, M., Orso, V., Kalkofen, D., Jacucci, G., Gamberini, L. & Schmalstieg, D., 1 Mar 2016, Proc. IEEE Virtual Reality 2016. IEEE Computer Society, p. 83-92

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

A Deep Primal-Dual Network for Guided Depth Super-Resolution

Riegler, G., Ferstl, D., Rüther, M. & Bischof, H., 2016, British Machine Vision Conference. The British Machine Vision Association

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

Color

A New Paradigm for Matching UAV- and Aerial Images

Koch, T., Zhuo, X., Reinartz, P. & Fraundorfer, F., 2016, ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences. p. 83-90

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

Open Access

ATGV-Net: Accurate Depth Super-Resolution

Riegler, G., Rüther, M. & Bischof, H., 2016, European Conference on Computer Vision. Springer International Publishing AG

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

Sensors
Learning systems

Automated Segmentation of the Walkable Area from Aerial Images for Evacuation Simulation

Schenk, F., Rüther, M. & Bischof, H., 2016, Proceedings of the 2nd International Conference on Geographical Information Systems Theory, Applications and Management (GISTAM), 2016. GISTAM ed. Vol. 1. p. 125-135 11 p.

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

Antennas
Planning

Automatic localization of locally similar structures based on the scale-widening random regression forest

Stern, D., Ebner, T. & Urschler, M., May 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI). Institute of Electrical and Electronics Engineers, p. 1422-1425 4 p.

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

Pixels
Radiography

BaCoN: Building a Classifier from only N Samples

Waltner, G., Opitz, M. & Bischof, H., 2016, Proceedings of the 21st Computer Vision Winter Workshop. Čehovin, L., Mandeljc, R. & Štruc, V. (eds.). Ljubljana: Slovenian Pattern Recognition Society, 7 p.

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

File

Clinical Evaluation of Mandibular Bone Segmentation

Egger, J., Hochegger, K., Gall, M., Reinbacher, K., Schwenzer-Zimmerer, K., Wallner, J. & Schmalstieg, D., 1 Aug 2016, Proc. IEEE Engineering in Medicine and Biology Society (EMBC'16), Posters. Orlando, FL, USA: IEEE Computer Society

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

Complexity of Discrete Energy Minimization Problems

Li, M., Shekhovtsov, A. & Huber, D., 2016, ECCV: European Conference on Computer Vision. p. 834-852 19 p.

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

Computer-Aided Planning and Reconstruction of Cranial 3D Implants

Gall, M., Li, X., Chen, X., Schmalstieg, D. & Egger, J., 1 Aug 2016, Proc. IEEE Engineering in Medicine and Biology Society (EMBC'16). Orlando, FL, USA

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

Convolutional Networks for Shape from Light Field

Heber, S. & Pock, T., 2016, IEEE Conference on Computer Vision and Pattern Recognition (2016).

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

Neural networks
Computer vision
Processing

Convolutional Two-Stream Network Fusion for Video Action Recognition

Feichtenhofer, C., Pinz, A. & Zisserman, A., 26 Jun 2016, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016. p. 1933-1941

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

Direct Stereo Visual Odometry Based on Lines

Holzmann, T., Fraundorfer, F. & Bischof, H., Feb 2016, 11th International Conference on Computer Vision Theory and Applications (VISAPP), 2016.

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

File