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Research Output 1970 2019

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Conference contribution
2018

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

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

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

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

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

Measurement Uncertainty Analysis of a Robotic Total Station Simulation

Klug, C. H., Arth, C., Schmalstieg, D. & Gloor, T., 2018, Proc. IEEE Industrial Electronics Conference (IECON).

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

Uncertainty analysis
Robotics
Computer hardware
Software engineering
Actuators

Multi-label Whole Heart Segmentation using Anatomical Label Configurations and CNNs

Payer, C., Štern, D., Bischof, H. & Urschler, M., May 2018, Proceedings of the OAGM Workshop 2018: Medical Image Analysis. Welk, M., Urschler, M. & Roth, P. M. (eds.). Verlag der Technischen Universität Graz, p. 6 1 p.

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

Open Access

Multi-label Whole Heart Segmentation Using CNNs and Anatomical Label Configurations

Payer, C., Stern, D., Bischof, H. & Urschler, M., 15 Mar 2018, Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges. STACOM 2017. Pop, M. (ed.). Springer, Vol. 10663. p. 190-198 9 p. (Lecture Notes in Computer Science).

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

Optimizing Wavelet Bases for Sparser Representations

Grandits, T. A. & Pock, T., 2018, Energy Minimization Methods in Computer Vision and Pattern Recognition: EMMCVPR 2017. Pelillo, M. & Hancock, E. (eds.). Cham: Springer, p. 249-262 (Lecture Notes in Computer Science; vol. 10746).

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

Personalized Dietary Self-Management Using Mobile Vision-Based Assistance

Luley, P., Lindschinger, M., Schmid, I., Scheitz, W., Bischof, H. & Paletta, L., 2018, New Trends in Image Analysis and Processing - ICIAP 2017: ICIAP International Workshops, WBICV, SSPandBE, 3AS, RGBD, NIVAR, IWBAAS, and MADiMa 2017, Catania, Italy, September 11-15, 2017, Revised selected Papers.

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

Pulmonary Lobe Segmentation in CT Images using Alpha-Expansion

Giuliani, N., Payer, C., Pienn, M., Olschewski, H. & Urschler, M., 28 Jan 2018, Proceedings of the 13th International Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018) - Volume 4: VISAPP. p. 387-394

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

Robot localisation and 3D position estimation using a free-moving camera and cascaded convolutional neural networks

Mišeikis, J., Knöbelreiter, P., Brijacak, I., Yahyanejad, S., Glette, K., Elle, O. J. & Torresen, J., 30 Aug 2018, AIM 2018 - IEEE/ASME International Conference on Advanced Intelligent Mechatronics. Institute of Electrical and Electronics Engineers, Vol. 2018-July. p. 181-187 7 p. 8452236

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

Cameras
Robots
Neural networks
Sensors
Visual servoing

Semantic 3D Models from Real World Scene Recordings for Traffic Accident Simulation

Mohr, L., Öttl, M., Haberl, M., Rüther, M. & Bischof, H., 16 Apr 2018, Proceedings of 7th Transport Research Arena TRA 2018.

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

Highway accidents
Semantics
Advanced driver assistance systems
Urban planning
Flow simulation

Semantically Aware Urban 3D Reconstruction with Plane-Based Regularization

Holzmann, T., Maurer, M., Fraundorfer, F. & Bischof, H., 2018, Computer Vision – ECCV 2018: 15th European Conference, Munich, Germany, September 8-14, 2018, Proceedings, . Springer, p. 487-503 (Lecture Notes in Computer Science; vol. 11218).

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

Open Access
File

Semantic Segmentation of Geometric Primitives in Dense 3D Point Clouds

Stanescu, A. M., Fleck, P., Arth, C. & Schmalstieg, D., 2018, Proc. IEEE Internatational Symposium on Mixed and Augmented Reality (ISMAR).

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

Semi-Automatic Registration of a Robotic Total Station and a CAD Model Without Control Points

Klug, C. H., Arth, C., Schmalstieg, D. & Gloor, T., 2018, Proc. IEEE Industrial Electronics Conference (IECON).

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

Computer aided design
Robotics
Systematic errors
User interfaces
Laser beams

Sparse-view CT Reconstruction using Wasserstein GANs

Thaler, F., Hammernik, K., Payer, C., Urschler, M. & Štern, D., 16 Sep 2018, Machine Learning for Medical Image Reconstruction - First International Workshop, MLMIR 2018, Held in Conjunction with MICCAI 2018, Proceedings. Springer Verlag Heidelberg, Vol. 11074 LNCS. p. 75-82 8 p. (Lecture Notes in Computer Science ; vol. 11074).

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

Computed Tomography
Filtered Backprojection
Tomography
Image Reconstruction
Image reconstruction

The Broker Queue: A Fast, Linearizable FIFO Queue for Fine-Granular Work Distribution on the GPU

Kerbl, B., Kenzel, M., Müller, J., Schmalstieg, D. & Steinberger, M., 2018, Proc. of the International Conference on Supercomputing (ICS).

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

TutAR: Augmented Reality Tutorials for Hands-only Procedures

Daniel Eckhoff, Sandor, C., Lins, C., Eck, U., Hein, A. & Kalkofen, D., 2018, 16th ACM SIGGRAPH VRCAI'18.

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

UAV-Anwendungen im Bergbau - Modellversuche als Beitrag zur photogrammetrischen Forschung und Entwicklung

Tscharf, A., Schenk, F., Mayer, G., Fraundorfer, F. & Bischof, H., 25 Jun 2018, 19. Geokinematischer Tag. Benndorf, J. (ed.). 1 ed. Vol. 2018. p. 30-43 14 p.

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

research and development
digitization
experiment
data interpretation
automation

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

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

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

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

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 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

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

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

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

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

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

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

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

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