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Forschungsoutput 1970 2019

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2019

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. S. 1008-1018 11 S.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

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, (Eingereicht) in : Journal of Mathematical Imaging and Vision. 32 S.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Early Stopping
Image denoising
Gradient Flow
Image Restoration
optimal control

AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation

Coupé, P., Mansencal, B., Clément, M., Giraud, R., de Senneville, B. D., Ta, V-T., Lepetit, V. & V Manjon, J., 2019, in : arXiv.org e-Print archive.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Magnetic resonance imaging
Brain
Decision making
Labels
Processing

Assessment of the generalization of learned image reconstruction and the potential for transfer learning

Knoll, F., Hammernik, K., Kobler, E., Pock, T., Recht, M. P. & Sodickson, D. K., 2019, Magnetic resonance in medicine, S. 116-128.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Computer-Assisted Image Processing
Knee
Learning
Databases
Generalization (Psychology)

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

Partovi, T., Fraundorfer, F., Bahmanyar, R., Huang, H. & Reinartz, P., 2019, Remote Sensing, S. 1660.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

satellite imagery
roof
data acquisition
satellite data
disaster

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

Koch, T., Körner, M. & Fraundorfer, F., 2019, Remote sensing , S. 1550.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Unmanned aerial vehicles (UAV)
Motion planning
Planning
Semantics
Maneuverability

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

Xiangyu, Z., Fraundorfer, F., Kurz, F. & Reinartz, P., 2019, Remote Sensing 145 S.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Labels
Labeling
Pixels
Antennas
Image classification

Biomedical image augmentation using Augmentor

Bloice, M. D., Roth, P. M. & Holzinger, A., 2019, Bioinformatics.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Imaging techniques
Software packages
Computer vision
Pipelines
Deep learning

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, S. 1100-1116 17 S., 8486983.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

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, IEEE Robotics and Automation Letters, S. 3852-3859.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Cameras
Units of measurement
Sensors

Convergence of the Time Discrete Metamorphosis Model on Hadamard Manifolds

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

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

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.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Extrapolation
Gradient methods
Learning systems
Image processing
Experiments

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

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

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Damage Estimation of Explosions in Urban Environments by Simulation

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

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

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.

Publikation: Beitrag in einer FachzeitschriftArtikelForschung

Magnetic resonance
Image reconstruction
Imaging techniques
Learning systems
Neural networks

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, Wood Material Science and Engineering, S. 1-10.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

computer vision
shrinkage
moisture
swelling
directional stability

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, PLoS ONE, S. e0212550.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Learning algorithms
Positron emission tomography
Image analysis
Image segmentation
Tomography

Fast Decomposable Submodular Function Minimization using Constrained Total Variation

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

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Set theory

Hierarchical Rasterization of Curved Primitives for GPU Vector Graphics Rendering

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

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Color
Rasterization
Graphics processing unit
Rendering (computer graphics)

Hierarchical Rasterization of Curved Primitives for Vector Graphics Rendering on the GPU

Dokter, M., Hladký, J., Parger, M., Schmalstieg, D. & Seidel, H-P., 2019, Computer Graphics Forum, S. 93-103.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Color
Rendering (computer graphics)
Rasterization
Graphics processing unit

High-Level Teleoperation System For Aerial Exploration Of Indoor Environments

Isop, W. A., Gebhardt, C., Nägeli, T., Fraundorfer, F., Hilinges, O. & Schmalstieg, D., 2019, Frontiers in Robotics and AI 95 S.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Remote control
Automation
Antennas
Decision making
Topology

HO-3D: A Multi-User, Multi-Object Dataset for Joint 3D Hand-Object Pose Estimation

Hampali Shivakumar, S., Oberweger, M., Rad, M. & Lepetit, V., 2019, in : arXiv.org e-Print archive.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Color
Cameras
Global optimization
Labeling
Imaging techniques

Image Morphing in Deep Feature Spaces: Theory and Applications

Effland, A., Kobler, E., Pock, T., Rajkovic, M. & Rumpf, M., 2019, in : arXiv.org e-Print archive.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Splines
Semantics
Experiments

Integrating spatial configuration into heatmap regression based CNNs for landmark localization

Bischof, H., Stern, D., Payer, C. & Urschler, M., 2019, Medical image analysis, S. 207-219.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Introducing the IEEE Virtual Reality 2019 Special Issue

Mueller, K. & Schmalstieg, D., 2019, IEEE transactions on visualization and computer graphics.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Virtual reality

Joint Reconstruction and Classification of Tumor Cells and Cell Interactions in Melanoma Tissue Sections with Synthesized Training Data

Effland, A., Kobler, E., Brandenburg, A., Klatzer, T., Neuhäuser, L., Hölzel, M., Landsberg, J., Pock, T. & Rumpf, M., 2019, in : International Journal of Computer Assisted Radiology and Surgery.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

L* ReLU: Piece-wise Linear Activation Functions for Deep Fine-grained Visual Categorization

Basirat, M. & Roth, P. M., 2019, arXiv preprint arXiv:1910.12259.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Chemical activation
Computational efficiency
Experiments

Learning task-specific activation functions using genetic programming

Basirat, M. & Roth, P. M., 2019, Proc. Int’l Joint Conf. on Computer Vision, Imaging and Computer Graphics Theory and Applications.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Genetic programming
Chemical activation
Mathematical operators

Mapping with Pléiades—End-to-End Workflow

Perko, R., Raggam, H. & Roth, P. M., 2019, Remote Sensing, S. 2052.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

digital terrain model
satellite imagery
sensor
product
method

Mapping with Pléiades—End-to-End Workflow

Perko, R., Raggam, J. & Roth, P. M., 1 Sep 2019, in : Remote sensing . 11, 17, 52 S., 2052.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Open Access

Multiple View Geometry in Remote Sensing: An Empirical Study based on Pléiades Satellite Images

Perko, R., Schardt, M., Piermattei, L., Auer, S. & Roth, P. M., 2019, Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, Yokohama, Japan, S. 3629-3632.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

remote sensing
computer vision
geometry
ground control
photogrammetry

Multi-Task cGAN for Simultaneous Spaceborne DSM Refinement and Roof-Type Classification

Bittner, K., Körner, M., Fraundorfer, F. & Reinartz, P., 2019, Remote Sensing 1262 S.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Roofs
Labels
Pixels
Remote sensing
Semantics

Overview Obstacle Maps for Obstacle Aware Navigation of Autonomous Drones

Pestana Puerta, J., Maurer, M., Muschick, D., Hofer, M. & Fraundorfer, F., 2019, in : Journal of field robotics. 36, 4, Spec. Iss., S. 734-762 29 S.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Open Access
Navigation
Photogrammetry
Drones
Trajectories
Robots

Real-Time View Planning for Unstructured Lumigraph Modeling

Erat, O., Hoell, M., Haubenwallner, K., Pirchheim, C. & Schmalstieg, D., 2019, in : IEEE transactions on visualization and computer graphics. 25, 11, S. 3063-3072 10 S.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Open Access
Datei
Planning
Textures

Segmenting and tracking cell instances with cosine embeddings and recurrent hourglass networks

Bischof, H., Payer, C., Stern, D., Feiner, M. & Urschler, M., 2019, Medical image analysis, S. 106-119.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Self-Supervised Convolutional Neural Networks for Plant Reconstruction Using Stereo Imagery

Xia, Y., d'Angelo, P., Tian, J., Fraundorfer, F. & Reinartz, P., 2019, Photogrammetric engineering & remote sensing, S. 389-399.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Neural networks
Costs
Experiments

SharpNet: Fast and Accurate Recovery of Occluding Contours in Monocular Depth Estimation

Ramamonjisoa, M. & Lepetit, V., 2019, in : arXiv.org e-Print archive.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Recovery
Augmented reality
Object recognition
Tuning
Pixels

Smart Hypothesis Generation for Efficient and Robust Room Layout Estimation

Hirzer, M., Roth, P. M. & Lepetit, V., 2019, arXiv.org e-Print archive.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Feature extraction
Semantics

SparseCT: System concept and design of multislit collimators

Chen, B., Kobler, E., Muckley, M. J., D Sodickson, A., O’Donnell, T., Flohr, T., Schmidt, B., K Sodickson, D. & Otazo, R., 2019, Medical physics.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Compressed sensing
Dosimetry
Tomography
Detectors

Tessellated Shading Streaming

Steinberger, M., Hladký, J. & Seidel, H-P., 2019, Computer Graphics Forum, S. 171-182.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Textures
Smartphones
Dynamical systems
Display devices
Hot Temperature

The camera offset space: real-time potentially visible set computations for streaming rendering

Hladký, J., Seidel, H-P. & Steinberger, M., 2019, ACM Transactions on Graphics, S. 231.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Cameras
Visibility
Pixels
Virtual reality
Display devices

Total roto-translational variation

Antonin, C. & Pock, T., 2019, Numerische Mathematik, S. 611-666.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Curvature
Energy
Divergence-free Vector Fields
Elastica
Variational Model

Unified Patterns for Realtime Interactive Simulation in Games and Digital Storytelling

Schmalstieg, D., 2019, IEEE computer graphics and applications, S. 100-106.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Engines
2018

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., 2018, in : Journal of Intelligent and Robotic Systems. 19 S.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Open Access
Kinematics
Robotics
Simulators
Hardware
Calibration

A First-Order Primal-Dual Algorithm with Linesearch

Malitsky, Y. & Pock, T., 2018, in : SIAM Journal on Optimization. 28, 1, S. 411-432 22 S.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

A High-Performance Software Graphics Pipeline Architecture for the GPU

Kenzel, M., Kerbl, B., Schmalstieg, D. & Steinberger, M., 2018, in : ACM Transactions on Graphics. 37, 4, 140.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Altersschätzung im Strafverfahren?!

Pfeifer, M., Urschler, M., Kerbacher, S. & Riener-Hofer, R., Mär 2018, in : Journal für Strafrecht. 5, 2, S. 124-128 5 S.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

A Review of Depth and Normal Fusion Algorithms

Antensteiner, D., Stolc, S. & Pock, T., 2018, in : Sensors .

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Assessment of the generalization of learned image reconstruction and the potential for transfer learning

Knoll, F., Hammernik, K., Kobler, E., Pock, T., Recht, M. P. & Sodickson, D. K., 2018, in : Magnetic resonance in medicine. 13 S.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

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

Stern, D., Payer, C., Giuliani, N. & Urschler, M., 26 Sep 2018, (Angenommen/In Druck) in : IEEE Journal of Biomedical and Health Informatics.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Magnetic resonance imaging
Minors
Clavicle
Bone
Classifiers