• 8010

    Inffeldgasse 16 Graz

    Austria

Research Output 1970 2019

2017

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

Proceedings of the OAGM & ARW Joint Workshop 2016: Computer Vision and Robotics

Niel, K. (ed.), 2017, Graz: Verlag der Technischen Universität Graz.

Research output: Book/ReportAnthologyResearchpeer-review

Open Access

Proceedings of the OAGM & ARW Joint Workshop 2017: Vision, Automation and Robotics

Kubinger, W., Müller, A., Blaschitz, B., Vincze, M. & Štolc, S., 2017, Graz: Verlag der Technischen Universität Graz. 172 p.

Research output: Book/ReportAnthologyResearchpeer-review

Open Access

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

Roof type selection based on patch-based classification using deep learning for high resolution satellite imagery

Partovi, T., Fraundorfer, F., Azimi, S., Marmanis, D. & Reinartz, P., 30 May 2017, In : International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. 42, 1W1, p. 653-657 5 p.

Research output: Contribution to journalArticleResearchpeer-review

Satellite imagery
satellite imagery
Roofs
roof
learning

Scalable Full Flow with Learned Binary Descriptors

Munda, G., Shekhovtsov, A., Knöbelreiter, P. & Pock, T., 13 Sep 2017.

Research output: Contribution to conferencePaperResearchpeer-review

Costs
Optical flows
Image resolution
Neural networks
Data storage equipment

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

Segmentation and classification of colon glands with deep convolutional neural networks and total variation regularization

Kainz, P., Pfeiffer, M. & Urschler, M., 3 Oct 2017, In : PeerJ. 5, 28 p., e3874.

Research output: Contribution to journalArticleResearchpeer-review

neural networks
colon
Colon
Tissue
Neural networks

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

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

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

Speckle Reduction with Trained Nonlinear Diffusion Filtering

Feng, W. & Chen, Y., 1 May 2017, In : Journal of Mathematical Imaging and Vision. 58, 1, p. 162-178 17 p.

Research output: Contribution to journalArticleResearchpeer-review

Nonlinear Diffusion
Speckle
Filtering
Speckle Noise
Image Restoration

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

The 3D-Pitoti Dataset: A Dataset for high-resolution 3D Surface Segmentation

Poier, G., Seidl, M., Zeppelzauer, M., Reinbacher, C., Schaich, M., Bellandi, G., Marretta, A. & Bischof, H., 2017.

Research output: Contribution to conferencePaperResearchpeer-review

Open Access
File

The constitutional conformity of age estimation in the Austrian Foreign and Immigration Law

Pfeifer, M., Kerbacher, S., Urschler, M. & Riener-Hofer, R., Sep 2017.

Research output: Contribution to conferenceAbstractResearchpeer-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 Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration

Chen, Y. & Pock, T., 1 Jun 2017, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 39, 6, p. 1256-1272 17 p., 7527621.

Research output: Contribution to journalArticleResearchpeer-review

Image Restoration
Reaction-diffusion
Image reconstruction
Nonlinear Model
Diffusion Model

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 JPEG artifacts suppression based on high-order MRFs

Chen, Y., 1 Mar 2017, In : Signal Processing: Image Communication. 52, p. 33-40 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Image coding
Discrete cosine transforms
Image reconstruction
Experiments

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

Vertebral body segmentation with GrowCut: Initial experience, workflow and practical application

Egger, J., Nimsky, C. & Chen, X., 2017, In : SAGE open medicine. 5, p. 2050312117740984

Research output: Contribution to journalArticleResearchpeer-review

Workflow
Spine
Spinal Diseases
Osteoporotic Fractures
Magnetic Resonance Imaging

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

Vom digitalen Bild zum Maschinellen Sehen

Leberl, F., Aug 2017

Research output: Non-print formWebsite / Web publicationResearch

„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

3D Szenenfluss -- bildbasierte Schätzung dichter Bewegungsfelder

Vogel, C., Roth, S. & Schindler, K., 2016, Handbuch der Geodäsie: 5 Bände. Freeden, W. & Rummel, R. (eds.). Berlin, Heidelberg: Springer Berlin - Heidelberg, p. 1-32 32 p.

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

3D Visualisierungstechniken zur virtuellen Darstellung und Rekonstruktion von dislozierten knöchernen Verletzungen

Bornik, A., Urschler, M., Krauskopf, A. & Yen, K., 31 Aug 2016.

Research output: Contribution to conferenceAbstractResearchpeer-review

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

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

Aerial image sequence geolocalization with road traffic as invariant feature

Máttyus, G. & Fraundorfer, F., 1 Aug 2016, In : Image and Vision Computing. 52, p. 218-229 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Telecommunication traffic
Antennas
Global positioning system
Railroad cars
Imaging systems

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

A microstructurally based continuum model of cartilage viscoelasticity and permeability incorporating measured statistical fiber orientations

Pierce, D. M., Unterberger, M. J., Trobin, W., Ricken, T. & Holzapfel, G., Feb 2016, In : Biomechanics and Modeling in Mechanobiology. 15, 1, p. 229-44 16 p.

Research output: Contribution to journalArticleResearchpeer-review

Fiber Orientation
Cartilage
Viscoelasticity
Continuum Model
Fiber reinforced materials

A Multi-center Milestone Study of Clinical Vertebral CT Segmentation

Yao, J., Burns, J. E., Forsberg, D., Seitel, A., Rasoulian, A., Abolmaesumi, P., Hammernik, K., Urschler, M., Ibragimov, B., Korez, R., Vrtovec, T., Castro-Mateos, I., Pozo, J. M., Frangi, A. F., Summers, R. M. & Li, S., Apr 2016, In : Computerized medical imaging and graphics. 49, p. 16-28

Research output: Contribution to journalArticleResearchpeer-review

Image analysis
Tomography
Spine
Testing
Imaging techniques

An Event-Driven Stereo System for Real-Time 3-D 360° Panoramic Vision

Schraml, S., Belbachier, A. N. & Bischof, H., 2016, In : IEEE Transactions on Industrial Electronics. 63, 1, p. 418-428

Research output: Contribution to journalArticleResearchpeer-review

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

An introduction to continuous optimization for imaging

Chambolle, A. & Pock, T., 1 May 2016, In : Acta Numerica. 25, p. 161-319 159 p.

Research output: Contribution to journalReview articleResearchpeer-review

Continuous Optimization
Imaging
Imaging techniques
Optical flows
Scale Function

Applicability of Greulich–Pyle and Tanner–Whitehouse grading methods to MRI when assessing hand bone age in forensic age estimation: A pilot study

Urschler, M., Krauskopf, A., Widek, T., Sorantin, E., Ehammer, T., Borkenstein, M., Yen, K. & Scheurer, E., 1 Sep 2016, In : Forensic science international. 266, p. 281-288 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Hand Bones
Magnetic Resonance Imaging
Hand
Ionizing Radiation
Osteogenesis

AR (augmented reality)-Paradigmenwechsel im Therapiedesign

Reinbacher, K., Wallner, J., Egger, J., Voglreiter, P., Pau, M., Zrnc, T., Feichtinger, M. & Schwenzer-Zimmerer, K., 2016.

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

A semi-automatic computer-aided method for surgical template design

Chen, X., Xu, L., Yang, Y. & Egger, J., 2016, In : Scientific reports. p. 1-18

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File