• 8010

    Inffeldgasse 16 Graz

    Austria

Research Output 1970 2019

2018

Variational Adversarial Networks for Accelerated MR Image Reconstruction

Hammernik, K., Kobler, E., Pock, T., Recht, M. P., Sodickson, D. K. & Knoll, F., 2018, p. 1091.

Research output: Contribution to conferenceAbstractResearchpeer-review

Variational Deep Learning for Low-Dose Computed Tomography

Kobler, E., Muckley, M., Chen, B., Knoll, F., Hammernik, K., Pock, T., Sodickson, D. & Otazo, R., 10 Sep 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers, Vol. 2018-April. p. 6687-6691 5 p. 8462312

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

Tomography
Dosimetry
X rays
Image quality
Signal to noise ratio

Variational Fusion of Light Field and Photometric Stereo for Precise 3D Sensing within a Multi-Line Scan Framework

Antensteiner, D., Stolc, S. & Pock, T., 2018, Proceedings of the International Conference on Pattern Recognition (ICPR).

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

Variational Networks for Joint Image Reconstruction and Classification of Tumor Immune Cell Interactions in Melanoma Tissue Sections

Effland, A., Hölzel, M., Klatzer, T., Kobler, E., Landsberg, J., Neuhäuser, L., Pock, T. & Rumpf, M., 2018, Bildverarbeitung für die Medizin 2018.

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

Visual Odometry Using a Homography Formulation with Decoupled Rotation and Translation Estimation Using Minimal Solutions

Guan, B., Vasseur, P., Demonceaux, C. & Fraundorfer, F., 1 May 2018, 2018 IEEE International Conference on Robotics and Automation (ICRA). p. 2320-2327 8 p.

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

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

What have we learned from deep representations for action recognition?

Feichtenhofer, C., Pinz, A., Wildes, R. & Zisserman, A., 2018, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.

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

2017

3D Localization in Urban Environments from Single Images

Armagan, A., Hirzer, M., Roth, P. M. & Lepetit, V., 2017, Proceedings of the OAGM/AAPR & ARW Joint Workshop (OAGM/AAPR & ARW).

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

Information use
Image segmentation
Accelerometers
Learning systems
Global positioning system

3D Szenenfluss-bildbasierte Schaetzung dichter Bewegungsfelder

Vogel, C., Schindler, K. & Roth, S., 4 Mar 2017, Photogrammetrie und Fernerkundung. Springer Berlin - Heidelberg, p. 261-292

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

3D Vision Guided Robotic Charging Station for Electric and Plug-in Hybrid Vehicles

Miseikis, J., Rüther, M., Walzel, B., Hirz, M. & Brunner, H., 2017.

Research output: Contribution to conferencePaperResearchpeer-review

3D visual perception for self-driving cars using a multi-camera system: Calibration, mapping, localization, and obstacle detection

Häne, C., Heng, L., Lee, G. H., Fraundorfer, F., Furgale, P., Sattler, T. & Pollefeys, M., 1 Dec 2017, In : Image and Vision Computing. 68, p. 14-27 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Railroad cars
Cameras
Calibration
Pipelines
Navigation

Accelerated Knee Imaging Using a Deep Learning Based Reconstruction

Knoll, F., Hammernik, K., Garwood, E., Hirschmann, A., Rybak, L., Bruno, M., Block, K. T., Babb, J., Pock, T., Sodickson, D. K. & Recht, M. P., 2017, Proceedings of the International Society of Magnetic Resonance in Medicine (ISMRM). 0645

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

Acceleration of the PDHGM on Partially Strongly Convex Functions

Valkonen, T. & Pock, T., 1 Nov 2017, In : Journal of Mathematical Imaging and Vision. 59, 3, p. 394-414 21 p.

Research output: Contribution to journalArticleResearchpeer-review

convexity
Convex function
Convexity
Image processing
Primal-dual Method

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

Accurate Camera Registration in Urban Environments Using High-Level Feature Matching

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

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

Cameras
Bridge approaches
Semantics

Adaptive User-Perspective Rendering for Handheld Augmented Reality

Mohr-Ziak, P., Tatzgern, M., Grubert, J., Schmalstieg, D. & Kalkofen, D., 2017, 2017 IEEE Symposium on 3D User Interfaces (3DUI) Proceedings. IEEE Xplore

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

A Deep Learning Architecture for Limited-Angle Computed Tomography Reconstruction

Hammernik, K., Würfl, T., Pock, T. & Maier, A., 2017, Bildverarbeitung für die Medizin 2017: Informatik aktuell. Springer Verlag Heidelberg

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

A Detailed Description of Direct Stereo Visual Odometry Based on Lines

Holzmann, T., Fraundorfer, F. & Bischof, H., 9 Aug 2017, In : Communications in Computer and Information Science. 693

Research output: Contribution to journalArticleResearchpeer-review

Age estimation using MR imaging of the third molar teeth and the medial clavicular epiphysis: Validation of a multifactorial approach

Widek, T., Baumann, P., Merkens, H., Ehammer, T., Petrovic, A., Klasinc, I., Urschler, M. & Scheurer, E., 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

A GPU-adapted Structure for Unstructured Grids

Zayer, R., Steinberger, M. & Seidel, H-P., 2017, In : Computer Graphics Forum. 36, 2, p. 495-507

Research output: Contribution to journalArticleResearchpeer-review

ALCN: Adaptive Local Contrast Normalization for Robust Object Detection and 3D Pose Estimation

Rad, M., Roth, P. M. & Lepetit, V., 2017, British Machine Vision Conference.

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

Lighting
Neural networks
Object detection

Algorithm guided outlining of 105 pancreatic cancer liver metastases in Ultrasound

Hann, A., Bettac, L., Haenle, M. M., Graeter, T., Berger, A. W., Dreyhaupt, J., Schmalstieg, D., Zoller, W. G. & Egger, J., 6 Oct 2017, In : Scientific reports. 7, 1, p. 12779

Research output: Contribution to journalArticleResearchpeer-review

Liver Neoplasms
Pancreatic Neoplasms
Neoplasm Metastasis
Liver

Algorithmic evaluation of lower jawbone segmentations

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

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

A Posteriori Error Control for the Binary Mumford–Shah Model

Effland, A., Berkels, B. & Rumpf, M., 2017, In : Mathematics of computation. 306, p. 1769-1791

Research output: Contribution to journalArticleResearchpeer-review

Open Access

A Primal Dual Network for Low-Level Vision Problems

Vogel, C. & Pock, T., 1 Sep 2017, German Conference on Pattern Recognition, 2017. Springer Berlin - Heidelberg

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

File

A prospective development study of software-guided radio-frequency ablation of primary and secondary liver tumors: Clinical intervention modelling, planning and proof for ablation cancer treatment (ClinicIMPPACT)

Reinhardt, M., Brandmaier, P., Seider, D., Kolesnik, M., Jenniskens, S., Sequeiros, R. B., Eibisberger, M., Voglreiter, P., Flanagan, R., Mariappan, P., Busse, H., Moche, M. & the ClinicIMPPACT Study Group, 1 Dec 2017, In : Contemporary Clinical Trials Communications. 8, p. 25-32 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Radio
Software
Prospective Studies
Liver
Neoplasms

Augmented Reality (AR)-guided intraoperative Navigation

Egger, J., 2017.

Research output: Contribution to conferencePosterResearch

Automated Inspection of Power Line Corridors to Measure Vegetation Undercut using UAV-based Images

Maurer, M., Hofer, M., Fraundorfer, F. & Bischof, H., Sep 2017, International Conference on Unmanned Aerial Vehicles in Geomatics. International Society for Photogrammetry and Remote Sensing

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

Unmanned aerial vehicles (UAV)
Inspection
Semantics
Distance measurement
Pipelines

Automated Multi-Factorial Age Estimation from Skeletal and Dental MRI Volumes based on Deep Learning

Urschler, M. & Stern, D., May 2017.

Research output: Contribution to conferenceAbstractResearchpeer-review

Automated segmentation and morphometry of muscle fibers from haematoxylin-eosin-stained histological sections

Gerstenberger, C., Karbiener, M., Jaufer, N., Pock, T., Urschler, M. & Gugatschka, M., 19 Oct 2017.

Research output: Contribution to conferenceAbstractResearchpeer-review

Automatic UAV image geo-registration by matching UAV images to georeferenced image data

Zhuo, X., Koch, T., Kurz, F., Fraundorfer, F. & Reinartz, P., 1 Apr 2017, In : Remote Sensing . 9, 4, 376.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
registration
vehicle
orthophoto
GNSS
nadir

Automatic urinary bladder segmentation in CT images using deep learning

Gsaxner, C., 2017

Research output: ThesisMaster's ThesisResearch

Autonomous, Independent Management of Dynamic Graphs on GPUs

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

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

A VR-based surgical simulation system using patient- specific physical computing model

Egger, J., 2017.

Research output: Contribution to conferencePosterResearchpeer-review

BB8: A Scalable, Accurate, Robust to Partial Occlusion Method for Predicting the 3D Poses of Challenging Objects without Using Depth

Rad, M. & Lepetit, V., 31 Mar 2017, International Conference on Computer Vision. 9 p.

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

Color
Neural networks
Classifiers
Object detection

BIER - Boosting Independent Embeddings Robustly

Opitz, M., Waltner, G., Possegger, H. & Bischof, H., 2017, International Conference on Computer Vision (ICCV).

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

Cause of death or caused by death: Differentiation of thromboemboli and post-mortem clots using quantitative MRI

Webb, B., Urschler, M., Leoni, M., Neumayer, B., Widek, T., Scheicher, S., Stollberger, R. & Schwark, T., May 2017.

Research output: Contribution to conferenceAbstractResearchpeer-review

Combining Edge Images and Depth Maps for Robust Visual Odometry

Schenk, F. & Fraundorfer, F., 2017, Proceedings 28th British Machine Vision Conference (BMVC). 12 p.

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

Open Access
File
Cameras
Sensors
Cost functions
Lighting
Trajectories

Computer-aided implant design for the restoration of cranial defects

Chen, X., Xu, L., Li, X. & Egger, J., 23 Jun 2017, In : Scientific reports. 7, 1, p. 4199

Research output: Contribution to journalArticleResearchpeer-review

Computer-Aided Design
Software
Efficiency

Computer-aided position planning of miniplates to treat facial bone defects

Egger, J., Wallner, J., Gall, M., Chen, X., Schwenzer-Zimmerer, K., Reinbacher, K. & Schmalstieg, D., 2017, In : PLoS ONE. 12, 8, p. e0182839

Research output: Contribution to journalArticleResearchpeer-review

Facial Bones
Bone
surgeons
planning
bones

Computer Vision for MAVs

Fraundorfer, F., 2017, Computer Vision in Vehicle Technology: Land, Sea & Air. John Wiley and Sons Ltd, p. 55-74

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Crop hail damage assessment based on radar and drone integrated technologies

Tani, S., Paulitsch, H., Fraundorfer, F., Süsser-Rechberger, B., Teschl, R., Rumpler, M. & Hofer, M., 19 Apr 2017, (Submitted).

Research output: Contribution to conferencePaperResearch

hail
radar
crop
damage
damage assessment

CSISmartScan3D - Cost-efficient Integrated 3D Crime Scene Documentation

Höller, J., Schenk, F., Urschler, M., Fraundorfer, F. & Bornik, A., Sep 2017.

Research output: Contribution to conferenceAbstractResearchpeer-review

DeepPrior++: Improving Fast and Accurate 3D Hand Pose Estimation

Oberweger, M. & Lepetit, V., 2017, International Conference on Computer Vision Workshops.

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

File

Der Einsatz unbemannter Flugsysteme zur Charakterisierung von gesprengtem Haufwerk

Tscharf, A., Mostegel, C., Gaich, A., Mayer, G., Fraundorfer, F. & Bischof, H., 2017, 18. Geokinematischer Tag des Institutes für Markscheidewesen und Geodäsie am 10. und 12. Mai 2017 in Freiberg.

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

Detecting Flying Objects Using a Single Moving Camera

Rozantsev, A., Lepetit, V. & Fua, P., 1 May 2017, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 39, 5, p. 879-892 14 p., 7466125.

Research output: Contribution to journalArticleResearchpeer-review

Unmanned aerial vehicles (UAV)
Aircraft
Camera
Cameras
Motion

Detection and volume estimation of artificial hematomas in the subcutaneous fatty tissue: Comparison of different MR sequences at 3.0 T

Ogris, K., Petrovic, A., Scheicher, S., Sprenger, H., Urschler, M., Hassler, E., Yen, K. & Scheurer, E., Jun 2017, In : Forensic Science, Medicine, and Pathology . 13, 2, p. 135-144 10 p.

Research output: Contribution to journalArticleResearchpeer-review

Subcutaneous Tissue
Hematoma
Adipose Tissue
Magnetic Resonance Imaging
Sequence Inversion

Detect to Track and Track to Detect

Feichtenhofer, C., Pinz, A. & Zisserman, A., 22 Oct 2017, IEEE International Conference on Computer Vision (ICCV), 2017.

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

Developing an approach to post-mortem MR angiography (PMMRA): Investigation of vascular retention of perfusates in ex situ porcine hearts

Webb, B., Baron, K., Urschler, M., Scheicher, S. & Stollberger, R., May 2017.

Research output: Contribution to conferenceAbstractResearchpeer-review