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Research Output 1970 2019

2019

3D Pose Estimation from Color Images without Manual Annotations

Rad, M., Oberweger, M. & Lepetit, V., 2019, Proceedings of the joint OAGM & ARW Workshop 2019 . Pichler, A., Roth, P. M., Slabatnig, R. & Stübl, G. (eds.). Graz: Verlag der Technischen Universität Graz, 1 p.

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

Open Access
Color
Robotics

Accelerated occlusion computation

Schmalstieg, D., Steinberger, M. & Voglreiter, P., 2019

Research output: PatentResearch

A Client/Server Based Online Environment for Manual Segmentation of Medical Images

Wild, D., Weber, M. & Egger, J., 2019, The 23rd Central European Seminar on Computer Graphics (CESCG). p. 1-8

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

Servers
Medical image processing
Web browsers
Medical imaging
Fault tolerance

A Client/Server based Online Environment for the Calculation of Medical Segmentation Scores

Weber, M., Wild, D., Wallner, J. & Egger, J., 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). p. 3463-3467 5 p.

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

Image segmentation
Servers
Medical imaging
Radiology
Tumors

A Complete Workflow for Automatic Forward Kinematics Model Extraction of Robotic Total Stations Using the Denavit-Hartenberg Convention

Klug, C. H., Schmalstieg, D., Gloor, T. & Arth, C., 15 Aug 2019, In : Journal of Intelligent and Robotic Systems. 19 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Kinematics
Robotics
Simulators
Hardware
Calibration

Adaptive sparse matrix-matrix multiplication on the GPU

Winter, M., Mlakar, D., Zayer, R., Seidel, H-P. & Steinberger, M., 2019, PPoPP '19, Proceedings of the 24th Symposium on Principles and Practice of Parallel Programming . New York, NY: Association of Computing Machinery, p. 68-81 14 p.

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

Data storage equipment
Linear algebra
Scheduling
Graphics processing unit

A High-Precision Localization Device for Outdoor Augmented Reality,

Stranner, M., Arth, C., Fleck, P. & Schmalstieg, D., Oct 2019.

Research output: Contribution to conferencePosterResearchpeer-review

A Marker-Less Registration Approach for Mixed Reality–Aided Maxillofacial Surgery: a Pilot Evaluation

Pepe, A., Trotta, G. F., Mohr-Ziak, P., Gsaxner, C., Wallner, J., Bevilacqua, V. & Egger, J., 4 Sep 2019, In : Journal of digital imaging. 32, 6, p. 1008-1018 11 p.

Research output: Contribution to journalArticleResearchpeer-review

Oral Surgery
Surgery
Tissue
Helmet mounted displays
Operating rooms

An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration

Effland, A., Kobler, E., Kunisch, K. & Pock, T., 2019, (Submitted) In : Journal of Mathematical Imaging and Vision. 32 p.

Research output: Contribution to journalArticleResearchpeer-review

Early Stopping
Image denoising
Gradient Flow
Image Restoration
optimal control

A Review on Multiplatform Evaluations of Semi-Automatic Open-Source Based Image Segmentation for Cranio-Maxillofacial Surgery

Wallner, J., Schwaiger, M., Hochegger, K. M., Gsaxner, C., Zemann, W. & Egger, J., 2019, In : Computer methods and programs in biomedicine. 182, 23 p., 105102.

Research output: Contribution to journalArticleResearchpeer-review

Oral Surgery
Image segmentation
Software packages
Surgery
Licensure

Assistance for Measuring Human-Made Structures with Robotic Total Stations

Klug, C. H., 23 Apr 2019, 178 p.

Research output: ThesisDoctoral ThesisResearch

File

Automated Computer-aided Design of Cranial Implants Using a Deep Volumetric Convolutional Denoising Autoencoder

Morais, A., Egger, J. & Alves, V., 2019, New Knowledge in Information Systems and Technologies: WorldCIST'19 2019. Rocha, Á., Adeli, H., Reis, L. & Costanzo, S. (eds.). Cham: Springer, Vol. 1. p. 151-160 (Advances in Intelligent Systems and Computing; vol. 932).

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

Computer aided design
Brain
Experiments
Defects
Processing

Automatic 3-D Building Model Reconstruction from Very High Resolution Stereo Satellite Imagery

Partovi, T., Fraundorfer, F., Bahmanyar, R., Huang, H. & Reinartz, P., 2019, In : Remote Sensing . 11, 14, 1660.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
satellite imagery
roof
data acquisition
satellite data
disaster

Automatic Age Estimation and Majority Age Classification from Multi-Factorial MRI Data

Stern, D., Payer, C., Giuliani, N. & Urschler, M., Jul 2019, In : IEEE Journal of Biomedical and Health Informatics. 23, 4, p. 1392-1403

Research output: Contribution to journalArticleResearchpeer-review

Magnetic resonance imaging
Minors
Clavicle
Bone
Classifiers

Automatic and Semantically-Aware 3D UAV Flight Planning for Image-Based 3D Reconstruction

Koch, T., Körner, M. & Fraundorfer, F., 2019, In : Remote Sensing . p. 1550

Research output: Contribution to journalArticleResearchpeer-review

flight
heuristics
planning process
trajectory
methodology

Automatic Annotation of Airborne Images by Label Propagation Based on a Bayesian-CRF Model

Xiangyu, Z., Fraundorfer, F., Kurz, F. & Reinartz, P., 2019, In : Remote Sensing . 11, 2, 145.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
imagery
pixel
learning
image classification
labor

Automatic Muck Pile Characterization from UAV Images

Schenk, F., Tscharf, A., Mayer, G. & Fraundorfer, F., 10 Jun 2019, (Submitted) SPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 8 p.

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

File
Unmanned aerial vehicles (UAV)
Piles
Open pit mining
Learning systems
Masks

Biomedical image augmentation using Augmentor

Bloice, M. D., Roth, P. M. & Holzinger, A., 2019, In : Bioinformatics. 35, 21, p. 4522-4524

Research output: Contribution to journalArticleResearchpeer-review

Augmentation
Biomedical Imaging
Software
Imaging techniques
Learning

Breadth-First Search on Dynamic Graphs using Dynamic Parallelism on the GPU

Tödling, D., Winter, M. & Steinberger, M., Sep 2019, 2019 IEEE High Performance Extreme Computing Conference (HPEC). p. 1-7 7 p.

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

Buildings Detection in VHR SAR Images Using Fully Convolution Neural Networks

Shahzad, M., Maurer, M., Fraundorfer, F., Wang, Y. & Zhu, X. X., Feb 2019, In : IEEE transactions on geoscience and remote sensing. 57, 2, p. 1100-1116 17 p., 8486983.

Research output: Contribution to journalArticleResearchpeer-review

Synthetic aperture radar
Convolution
synthetic aperture radar
Neural networks
Image classification

Camera Pose Estimation Based on PnL With a Known Vertical Direction

Lecrosnier, L., Boutteau, R., Vasseur, P., Savatier, X. & Fraundorfer, F., 2019, In : IEEE Robotics and Automation Letters. 4, 4, p. 3852-3859

Research output: Contribution to journalArticleResearchpeer-review

Cameras
Units of measurement
Sensors

Casting Geometric Constraints in Semantic Segmentation as Semi-Supervised Learning

Stekovic, S., Fraundorfer, F. & Lepetit, V., 2019, arXiv preprint arXiv:1904.12534.

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

Supervised learning
Computer vision
Casting
Semantics
Color

Clinical evaluation of in silico planning and real-time simulation of hepatic radiofrequency ablation (ClinicIMPPACT Trial)

Moche, M., Busse, H., Futterer, J., A Hinestrosa, C., Seider, D., Brandmaier, P., Kolesnik, M., Jenniskens, S., Blanco Sequeiros, R., Komar, G., Pollari, M., Eibisberger, M., Portugaller, H. R., Voglreiter, P., Flanagan, R., Mariappan, P. & Reinhardt, M., 2019, In : European Radiology . 9 p.

Research output: Contribution to journalArticleResearchpeer-review

Computer Simulation
Liver
Multicenter Studies
Perfusion
Hot Temperature

Combining Variational Optimization and Deep Learning for efficient ASL image quality enhancement

Schwarzbach, M., Spann, S. M., Hammernik, K., Aigner, C. S., Pock, T. & Stollberger, R., 2019.

Research output: Contribution to conferenceAbstractResearchpeer-review

Compression of point clouds via a novel hybrid coder

Melkote Krishnaprasad, V., Venkat Rao, A., Vrcelj, B. & Schmalstieg, D., 2019

Research output: PatentResearch

Computed tomography data collection of the complete human mandible and valid clinical ground truth models

Wallner, J., Mischak, I. & Egger, J., 2019, In : Scientific Data . 6, 14 p., 190003.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Computed Tomography
Tomography
Computerized tomography
Valid
Segmentation

Consistent Curvature Approximation on Riemannian Shape Spaces

Effland, A., Heeren, B., Rumpf, M. & Wirth, B., 2019, (Submitted) In : arXiv.org e-Print archive.

Research output: Contribution to journalArticleResearchpeer-review

Convergence of the Time Discrete Metamorphosis Model on Hadamard Manifolds

Effland, A., Neumayer, S. & Rumpf, M., 2019, (Submitted) In : SIAM Journal on Imaging Sciences.

Research output: Contribution to journalArticleResearch

Convex-Concave Backtracking for Inertial Bregman Proximal Gradient Algorithms in Non-Convex Optimization

Mukkamala, M. C., Ochs, P., Pock, T. & Sabach, S., 2019, In : arXiv.org e-Print archive.

Research output: Contribution to journalArticleResearchpeer-review

Extrapolation
Gradient methods
Learning systems
Image processing
Experiments

CorNet: Generic 3D Corners for 6D Pose Estimation of New Objects without Retraining

Pitteri, G., Ilic, S. & Lepetit, V., 2019, Proceedings of the IEEE International Conference on Computer Vision Workshops.

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

Computer aided design
Geometry
Color

CPatch: Hierarchical Rasterization of Curved Primitives for GPU Vector Graphics Rendering

Dokter, M., Hladký, J., Parger, M., Schmalstieg, D. & Seidel, H-P., 2019, In : Computer Graphics Forum.

Research output: Contribution to journalArticleResearchpeer-review

Graphics processing unit
Rendering (computer graphics)
Rasterization

Crouzeix-Raviart approximation of the total variation on simplicial meshes

Pock, T. & Chambolle, A., 2019.

Research output: Working paperResearchpeer-review

Damage Estimation of Explosions in Urban Environments by Simulation

Mohr, L., Benauer, R., Leitl, P. A. & Fraundorfer, F., 2019, In : International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. p. 253-260

Research output: Contribution to journalArticleResearchpeer-review

Explosions
Semantics
Detonation
Disasters
Antennas

Deep Learning Methods for Parallel Magnetic Resonance Image Reconstruction

Knoll, F., Hammernik, K., Zhang, C., Moeller, S., Pock, T., Sodickson, D. K. & Akcakaya, M., 2019, In : arXiv.org e-Print archive.

Research output: Contribution to journalArticleResearch

Magnetic resonance
Image reconstruction
Imaging techniques
Learning systems
Neural networks

Depth-Awareness in a System for Mixed-Reality Aided Surgical Procedures

Sylos Labini, M., Gsaxner, C., Pepe, A., Wallner, J., Egger, J. & Bevilacqua, V., 2019, Intelligent Computing Methodologies - 15th International Conference, ICIC 2019, Proceedings. Huang, Z-K., Hussain, A. & Huang, D-S. (eds.). Springer Verlag Heidelberg, p. 716-726 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11645 LNAI).

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

Mixed Reality
Surgery
Operating rooms
Navigation
Sensing

DetectFusion: Detecting and Segmenting Both Known and Unknown Dynamic Objects in Real-time SLAM

Hachiuma, R., Pirchheim, C., Schmalstieg, D. & Saito, H., 2019, Proceedings British Machine Vision Conference (BMVC).

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

Semantics
Cameras
Labels
Object detection

Determination of the moisture change behavior of cross-laminated timber using an optical flow based computer vision technique

Hofinger, M., Pock, T. & Moosbrugger, T., 2019, In : Wood Material Science and Engineering. 14, 5, p. 332-341

Research output: Contribution to journalArticleResearchpeer-review

Optical flows
Timber
Computer vision
Moisture
Swelling

Effect of Multislit Collimator Motion On SparseCT Image Quality for Low-Dose CT Examinations

Chen, B., Kobler, E., Allmendinger, T., Sodickson, A., Sodickson, D. & Otazo, R., 2019, Medical Physics . Vol. 46(6). p. E504-E505 TH‐A‐221AB‐06

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

Efficient Multi-Task Learning of Semantic Segmentation and Disparity Estimation

Harb, R. & Knöbelreiter, P., 9 May 2019, p. 147. 152 p.

Research output: Contribution to conferencePaperResearchpeer-review

Open Access
Semantics
Decoding

Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge

Zhuang, X., Li, L., Payer, C., Stern, D., Urschler, M., P. Heinrich, M., Oster, J., Wang, C., Smedby, Ö., Bian, C., Yang, X., Heng, P-A., Mortazi, A., Bagci, U., Yang, G., Sun, C., Galisot, G., Ramel, J-Y., Brouard, T., Tong, Q. & 14 othersSi, W., Liao, X., Zeng, G., Shi, Z., Zheng, G., Wang, C., MacGillivray, T., Newby, D., Rhode, K., Ourselin, S., Mohiaddin, R., Keegan, J., Firmin, D. & Yang, G., 2019, In : arXiv.org e-Print archive.

Research output: Contribution to journalArticleResearchpeer-review

Magnetic resonance imaging
Image quality
Deep learning

Evaluation of CNN-based Single-Image Depth Estimation Methods

Koch, T., Liebel, L., Fraundorfer, F. & Körner, M., 2019, Proceedings ECCV 2018 Workshops.

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

Exploit fully automatic low-level segmented PET data for training high-level deep learning algorithms for the corresponding CT data

Gsaxner, C., Roth, P. M., Egger, J. & Wallner, J., 2019, In : PLoS ONE. p. e0212550

Research output: Contribution to journalArticleResearchpeer-review

neural networks
Learning algorithms
Urinary Bladder
Positron emission tomography
learning

Fast Decomposable Submodular Function Minimization using Constrained Total Variation

Kumar, KS., Bach, F. & Pock, T., 2019, In : arXiv.org e-Print archive.

Research output: Contribution to journalArticleResearchpeer-review

Set theory

Free thoracodorsal, perforator-scapular flap based on the angular artery (TDAP-Scap-aa): Clinical experiences and description of a novel technique for single flap reconstruction of extensive oromandibular defects

Pau, M., Wallner, J., Feichtinger, M., Schwaiger, M., Egger, J., Cambiaso-Daniel, J., Winter, R., Jakse, N. & Zemann, W., 2019, In : Journal of Cranio-Maxillofacial Surgery. 47, 10, p. 1617-1625

Research output: Contribution to journalArticleResearchpeer-review

Perforator Flap
Arteries
Bone and Bones
Tissue Donors
Skin

Full-Waveform Airborne LiDAR Data Classification Using Convolutional Neural Networks

Zorzi, S., Maset, E., Fusiello, A. & Crosilla, F., 2019, In : IEEE transactions on geoscience and remote sensing. 57, 10, p. 8255-8261

Research output: Contribution to journalArticleResearchpeer-review

cloud classification
Neural networks
pixel
Pixels
power line

Generalized Feedback Loop for Joint Hand-Object Pose Estimation

Oberweger, M., Wohlhart, P. & Lepetit, V., 2019, IEEE transactions on pattern analysis and machine intelligence.

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

Feedback
Neural networks
Graphics processing unit

GigaPan Image-Based 3D Reconstruction for Engineering Geological Investigations

Lee, H., Mostegel, C., Fraundorfer, F. & Kieffer, D. S., 2019, IAEG/AEG Annual Meeting Proceedings, San Francisco, California, 2018. Springer International Publishing AG , Vol. 6. p. 207-215

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

GP2C: Geometric Projection Parameter Consensus for Joint 3D Pose and Focal Length Estimation in the Wild

Grabner, A., Roth, P. M. & Lepetit, V., 2019, Proceedings of the IEEE International Conference on Computer Vision. p. 2222-2231

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

Deep learning

Guest Editorial Special Issue on Discriminative Learning for Model Optimization and Statistical Inference

Bischof, H., Zuo, W., Peng, X. & Prokhorov, D., 2019, IEEE Transactions on Neural Networks and Learning Systems. p. 2894-2897

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

Computer vision
Partial differential equations
Artificial intelligence

Handseg: An automatically labeled dataset for hand segmentation from depth images

Bojja, A. K., Mueller, F., Malireddi, S. R., Oberweger, M., Lepetit, V., Theobalt, C., Yi, K. M. & Tagliasacchi, A., 2019, 2019 16th Conference on Computer and Robot Vision (CRV). p. 151-158

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

Sensors
Costs