• 8010

    Inffeldgasse 16 Graz

    Austria

Research Output 1970 2019

2017

Discrete Riemannian Calculus and A Posteriori Error Control on Shape Spaces

Effland, A., 2017, 179 p.

Research output: ThesisDoctoral ThesisResearch

Dynamic Label Placement for Forensic Case Visualization

Sirk, C., Kalkofen, D., Schmalstieg, D. & Bornik, A., 2017, EG/VGTC Conference on Visualization (Eurovis'17). p. 139-143

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

Dynamic Scheduling for Efficient Hierarchical Sparse Matrix Operations on the GPU

Derler, A., Zayer, R., Seidel, H-P. & Steinberger, M., 2017, Proceedings of the International Conference on Supercomputing. New York, NY, USA: ACM SIGWEB , p. 7:1-7:10 (ICS '17).

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

Editorial: Photogrammetry and Industry

Granshaw, S. I., Dowman, I., Förstner, W., Hoffmann, C., Leberl, F. & Walker, S., 2017, In : Photogrammetric Record. 32, 158, p. 74-92 19 p.

Research output: Contribution to journalEditorialResearch

Open Access

Efficient 3D Tracking in Urban Environments with Semantic Segmentation

Hirzer, M., Arth, C., Roth, P. M. & Lepetit, V., 2017, Proceedings of the British Machine Vision Conference (BMVC).

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

Semantics

Efiective static bin patterns for sort-middle rendering

Kerbl, B., Kenzel, M., Schmalstieg, D. & Steinberger, M., 28 Jul 2017, Proceedings of High Performance Graphics, HPG 2017. Association of Computing Machinery, 3105777

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

Bins
Resource allocation
Hardware
Tile
Dynamic loads

End-to-End Training of Hybrid CNN-CRF Models for Semantic Segmentation using Structured Learning

Colovic, A., Knöbelreiter, P., Shekhovtsov, A. & Pock, T., 6 Feb 2017.

Research output: Contribution to conferencePaperResearchpeer-review

Semantics
Neural networks
Image segmentation
Linear programming
Labeling

Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge

Zheng, G., Chu, C., Belavý, D. L., Ibragimov, B., Korez, R., Vrtovec, T., Hutt, H., Everson, R., Meakin, J., Andrade, I. L., Glocker, B., Chen, H., Dou, Q., Heng, P. A., Wang, C., Forsberg, D., Neubert, A., Fripp, J., Urschler, M., Stern, D. & 6 othersWimmer, M., Novikov, A. A., Cheng, H., Armbrecht, G., Felsenberg, D. & Li, S., 1 Jan 2017, In : Medical image analysis. 35, p. 327-344 18 p.

Research output: Contribution to journalArticleResearchpeer-review

Intervertebral Disc
Magnetic resonance
Magnetic Resonance Spectroscopy
Imaging techniques
Magnetic Resonance Imaging

Evaluation of an Interactive Segmentation Algorithm using Ultrasound Images of Pancreatic Cancer Liver Metastases

Egger, J., 2017.

Research output: Contribution to conferencePosterResearchpeer-review

Evaluations on multi-scale camera networks for precise and geo-accurate reconstructions from aerial and terrestrial images with user guidance

Rumpler, M., Tscharf, A., Mostegel, C., Daftry, S., Hoppe, C., Prettenthaler, R., Fraundorfer, F., Mayer, G. & Bischof, H., 2017, In : Computer vision and image understanding. 157, p. 255-273

Research output: Contribution to journalArticleResearchpeer-review

Eye Movements during silent and oral reading in a regular orthography: Basic characteristics and correlations with childhood cognitive abilities and adolescent reading skills

Krieber, M., Bartl-Pokorny, K. D., Pokorny, F. B., Zhang, D., Landerl, K., Körner, C., Pernkopf, F., Pock, T., Einspieler, C. & Marschik, P. B., 1 Feb 2017, In : PLoS ONE. 12, 2, 0170986.

Research output: Contribution to journalArticleResearchpeer-review

Aptitude
Eye movements
Eye Movements
childhood
Reading

Face Inpainting based on High-Level Facial Attributes

Jampour, M., Chen, L., Yu, L-F., Zhou, K., Lin, S. & Bischof, H., 1 Aug 2017, In : Computer vision and image understanding. 161, C

Research output: Contribution to journalArticleResearchpeer-review

Feasibility of alternating induction and maintenance chemotherapy in pancreatic cancer

Hann, A., Bohle, W., Egger, J. & Zoller, W., 31 Jan 2017, In : Scientific reports. 7, 7 p., 41549.

Research output: Contribution to journalArticleResearchpeer-review

Maintenance Chemotherapy
Induction Chemotherapy
Pancreatic Neoplasms
Adenocarcinoma
Therapeutics

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

Forensic age estimation by morphometric analysis of the manubrium from 3D MR images

Martínez Vera, N. P., Höller, J., Widek, T., Ehammer, T. & Urschler, M., 12 May 2017, In : Forensic science international. 277, p. 21-29 9 p.

Research output: Contribution to journalArticleResearchpeer-review

Manubrium
Magnetic Resonance Imaging
Bone and Bones
Ionizing Radiation
Principal Component Analysis

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

Fully-automatic lung fissure detection from thoracic computed tomography images

Giuliani, N., Urschler, M., Olschewski, A., Olschewski, H. & Pienn, M., 1 Oct 2017.

Research output: Contribution to conferenceAbstractResearchpeer-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

GigaPan Image-Based 3D Reconstruction for Engineering Geological Investigation

Lee, H., Mostegel, C., Fraundorfer, F. & Kieffer, D. S., 12 Oct 2017, (Accepted/In press).

Research output: Contribution to conferencePosterResearch

engineering
methodology
quarry
photograph
dolomite

Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest

Sirinukunwattana, K., Pluim, J. P. W., Chen, H., Qi, X., Heng, P-A., Guo, Y. B., Wang, L. Y., Matuszewski, B. J., Bruni, E., Sanchez, U., Böhm, A., Ronneberger, O., Cheikh, B. B., Racoceanu, D., Kainz, P., Pfeiffer, M., Urschler, M., Snead, D. R. J. & Rajpoot, N. M., Jan 2017, In : Medical image analysis. 35, p. 489-502 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Histology
Colon
Pathology
Intestinal Mucosa
Colonic Neoplasms

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

GPU-based RFA simulation for minimally invasive cancer treatment of liver tumours

Mariappan, P., Weir, P., Voglreiter, P., Flanagan, R., Alhonnoro, T., Pollari, M., Moche, M., Busse, H., Fuetterer, J., Portugaller, H. R., Blanco Sequeiros, R. & Kolesnik, M., 1 Jan 2017, In : International Journal of Computer Assisted Radiology and Surgery. 12, 1, p. 59-68

Research output: Contribution to journalArticleResearchpeer-review

HTC Vive MeVisLab integration via OpenVR for medical applications

Egger, J., Gall, M., Wallner, J., Boechat, P., Hann, A., Li, X., Chen, X. & Schmalstieg, D., 2017, In : PLoS ONE. 12, 3, p. e0173972

Research output: Contribution to journalArticleResearchpeer-review

Medical applications
Virtual reality
Libraries
medical equipment
Equipment and Supplies

Improved Accelerated Model-based Parameter Quantification with Total-Generalized- Variation Regularization.

Maier, O., Schlögl, M., Lesch, A. J., Petrovic, A., Holler, M., Pock, T. & Stollberger, R., 2017, (Accepted/In press).

Research output: Contribution to conferenceAbstractResearchpeer-review

In-depth Assessment of an Interactive Graph-based Approach for the Segmentation for Pancreatic Metastasis in Ultrasound Acquisitions of the Liver with two Specialists in Internal Medicine

Egger, J., Chen, X., Bettac, L., Haenle, M. M., Graeter, T., Zoller, W., Schmalstieg, D. & Hann, A., 2017.

Research output: Contribution to conferencePaperResearchpeer-review

Innovative approaches for crop hail damage assessment based on Radar and drone technologies

Tani, S., Paulitsch, H., Fraundorfer, F., Süsser-Rechberger, B., Teschl, R., Rumpler, M. & Hofer, M., 27 Sep 2017.

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

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

Integration of the HTC Vive into the Medical Platform MeVisLab

Egger, J., 2017.

Research output: Contribution to conferencePosterResearchpeer-review

Interactive algorithm for the measurement of pancreatic cancer liver metastases in ultrasound

Egger, J., 2017.

Research output: Contribution to conferencePosterResearchpeer-review

Interactive Outlining of Pancreatic Cancer Liver Metastases in Ultrasound Images

Egger, J., Schmalstieg, D., Chen, X., Zoller, W. G. & Hann, A., 18 Apr 2017, In : Scientific reports. 7, 1, p. 892

Research output: Contribution to journalArticleResearchpeer-review

Liver Neoplasms
Pancreatic Neoplasms
Neoplasm Metastasis
Liver
Costs and Cost Analysis

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

Interactive Planning of Miniplates

Egger, J., 2017.

Research output: Contribution to conferencePosterResearchpeer-review

Interactive reconstructions of cranial 3D implants under MeVisLab as an alternative to commercial planning software

Egger, J., Gall, M., Tax, A., Ücal, M., Zefferer, U., Li, X., von Campe, G., Schäfer, U., Schmalstieg, D. & Chen, X., 2017, In : PLoS ONE. 12, 3, p. e0172694

Research output: Contribution to journalArticleResearchpeer-review

prototypes
computer-aided design
Software
planning
Workflow

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

Interaktive Planung von Gesichtsimplantaten

Egger, J., 2017.

Research output: Contribution to conferencePosterResearchpeer-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 a Variational Network for Reconstruction of Accelerated MRI Data

Hammernik, K., Klatzer, T., Kobler, E., Recht, M. P., Sodickson, D. K., Pock, T. & Knoll, F., 2017, In : Magnetic Resonance in Medicine.

Research output: Contribution to journalArticleResearchpeer-review

Learning Lightprobes for Mixed Reality Illumination

Mandl, D., Yi, K. M., Mohr-Ziak, P., Roth, P. M., Fua, P., Lepetit, V., Schmalstieg, D. & Kalkofen, D., 9 Oct 2017. 8 p.

Research output: Contribution to conferencePaperResearchpeer-review

Open Access
Pipelines
Lighting
Electric fuses
Neural networks

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

Package Delivery Experiments with a Camera Drone

Pestana Puerta, J., Maurer, M., Muschick, D., Adlakha, D., Bischof, H. & Fraundorfer, F., 12 May 2017.

Research output: Contribution to conferencePaperResearchpeer-review

Trucks
Cameras
Landing
Demonstrations
Experiments

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