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2019

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 S.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Open Access
Kinematics
Robotics
Simulators
Hardware
Calibration

Adaptive FISTA for nonconvex optimization

Ochs, P. & Pock, T., 1 Jan 2019, in : SIAM Journal on Optimization. 29, 4, S. 2482-2503 22 S.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Proximal Methods
Gradient methods
Nonconvex Optimization
Newton-Raphson method
Quasi-Newton Method

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, 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

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 S., 105102.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Oral Surgery
Image segmentation
Software packages
Surgery
Licensure

Automated age estimation from MRI volumes of the hand

Stern, D., Payer, C. & Urschler, M., 2019, in : Medical image analysis. 58, 101538.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Magnetic resonance imaging
Hand
Ionizing radiation
Medicine
Learning systems

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.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

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, S. 1392-1403

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

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 . S. 1550

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

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.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Open Access
imagery
pixel
learning
image classification
labor

Biomedical image augmentation using Augmentor

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

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Augmentation
Biomedical Imaging
Software
Imaging techniques
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, in : IEEE Robotics and Automation Letters. 4, 4, S. 3852-3859

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Cameras
Units of measurement
Sensors

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 S.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Computer Simulation
Liver
Multicenter Studies
Perfusion
Hot Temperature

Comparison of monocular depth estimation methods using geometrically relevant metrics on the IBims-1 dataset

Koch, T., Liebel, L., Körner, M. & Fraundorfer, F., 1 Jan 2019, in : Computer vision and image understanding. 102877.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Camera lenses
Computer vision
Lighting
Statistics
Geometry

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 S., 190003.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

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, (Eingereicht) in : arXiv.org e-Print archive.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

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 FachzeitschriftArtikelForschung

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, in : Computer Graphics Forum.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Graphics processing unit
Rendering (computer graphics)
Rasterization

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. S. 253-260

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

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, in : Wood Material Science and Engineering. 14, 5, S. 332-341

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Optical flows
Timber
Computer vision
Moisture
Swelling

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 mehrSi, 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 : Medical image analysis. 58, 101537

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Magnetic resonance imaging
Image quality
Deep learning

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. S. e0212550

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

neural networks
Learning algorithms
Urinary Bladder
Positron emission tomography
learning

Facial model collection for medical augmented reality in oncologic cranio-maxillofacial surgery

Gsaxner, C., Wallner, J., Chen, X., Zemann, W. & Egger, J., 9 Dez 2019, in : Scientific Data . 2019, 1

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

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

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, S. 1617-1625

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

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, S. 8255-8261

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

cloud classification
Neural networks
pixel
Pixels
power line

Hierarchical Rasterization of Curved Primitives for GPU Vector Graphics Rendering

Dokter, M., Hladký, J., Parger, M., Schmalstieg, D., Seidel, H-P. & Steinberger, M., 2019, in : Computer Graphics Forum. 38, 2, S. 93-103

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Color
Rasterization
Rendering (computer graphics)
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, in : Frontiers in Robotics and AI. 22 S., 95.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Open Access
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-based center of mass estimation of the human body via 3D shape and kinematic structure

Kaichi, T., Mori, S., Saito, H., Takahashi, K., Mikami, D., Isogawa, M. & Kusachi, Y., 2019, in : Sports Engineering. 22, 9 S., 17.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Studios
Kinematics
Cameras
Trajectories
Hardware

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, in : Medical image analysis. S. 207-219

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

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, in : arXiv.org e-Print archive.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Chemical activation
Computational efficiency
Experiments

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

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

Bittner, K., Körner, M., Fraundorfer, F. & Reinartz, P., 2019, in : Remote Sensing . 11, 11, 1262.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Open Access
roof
learning
pixel
segmentation
multiple regression

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, in : Medical image analysis. S. 106-119

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

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

Xia, Y., d'Angelo, P., Tian, J., Fraundorfer, F. & Reinartz, P., 2019, in : Photogrammetric engineering & remote sensing. 85, 5, S. 389-399 11 S.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

imagery
Neural networks
cost
Costs
census

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, in : arXiv.org e-Print archive.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

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, in : Medical physics. 46, 6, S. 2589-2599

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

X-Ray Computed Tomography Scanners
Radiation
Computer-Assisted Image Processing
Tomography
X-Rays

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

Hladký, J., Seidel, H-P. & Steinberger, M., 2019, in : ACM Transactions on Graphics. 28, 6, 14 S., 231.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Cameras
Visibility
Pixels
Virtual reality
Display devices

The four-minute approach revisited: accelerating MRI-based multi-factorial age estimation

Neumayer, B., Lesch, A., Thaler, F., Widek, T., Tschauner, S., De Tobel, J., Ehammer, T., Kirnbauer, B., Boldt, J., van Wijk, M., Stollberger, R. & Urschler, M., 19 Dez 2019, in : International journal of legal medicine.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Clavicle
Hand
Silver Sulfadiazine
Tooth
Third Molar

Total roto-translational variation

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

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Curvature
Energy
Divergence-free Vector Fields
Elastica
Variational Model

Unified Patterns for Realtime Interactive Simulation in Games and Digital Storytelling

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

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Engines