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Research Output 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. 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

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.

Research output: Contribution to journalArticleResearchpeer-review

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, p. 116-128.

Research output: Contribution to specialist publicationArticleResearchpeer-review

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

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

Research output: Contribution to specialist publicationArticleResearchpeer-review

Cameras
Units of measurement
Sensors

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 journalArticleResearchpeer-review

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

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.

Research output: Contribution to specialist publicationArticleResearchpeer-review

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, p. 253-260.

Research output: Contribution to specialist publicationArticleResearchpeer-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

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, p. 1-10.

Research output: Contribution to specialist publicationArticleResearchpeer-review

computer vision
shrinkage
moisture
swelling
directional stability

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

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, p. 93-103.

Research output: Contribution to specialist publicationArticleResearchpeer-review

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 p.

Research output: Contribution to specialist publicationArticleResearchpeer-review

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.

Research output: Contribution to journalArticleResearchpeer-review

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.

Research output: Contribution to journalArticleResearchpeer-review

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, p. 207-219.

Research output: Contribution to specialist publicationArticleResearchpeer-review

Introducing the IEEE Virtual Reality 2019 Special Issue

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

Research output: Contribution to specialist publicationArticleResearchpeer-review

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.

Research output: Contribution to journalArticleResearchpeer-review

Mapping with Pléiades—End-to-End Workflow

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

Research output: Contribution to journalArticleResearchpeer-review

Open Access

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., p. 734-762 29 p.

Research output: Contribution to journalArticleResearchpeer-review

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., 12 Aug 2019, (Accepted/In press) In : IEEE transactions on visualization and computer graphics. 10 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
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, p. 106-119.

Research output: Contribution to specialist publicationArticleResearchpeer-review

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

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

Research output: Contribution to journalArticleResearchpeer-review

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.

Research output: Contribution to specialist publicationArticleResearchpeer-review

Feature extraction
Semantics

Total roto-translational variation

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

Research output: Contribution to specialist publicationArticleResearchpeer-review

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, p. 100-106.

Research output: Contribution to specialist publicationArticleResearchpeer-review

Engines
2018
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, p. 411-432 22 p.

Research output: Contribution to journalArticleResearchpeer-review

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.

Research output: Contribution to journalArticleResearchpeer-review

Altersschätzung im Strafverfahren?!

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

Research output: Contribution to journalArticleResearchpeer-review

A Review of Depth and Normal Fusion Algorithms

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

Research output: Contribution to journalArticleResearchpeer-review

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 p.

Research output: Contribution to journalArticleResearchpeer-review

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

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

Research output: Contribution to journalArticleResearchpeer-review

Magnetic resonance imaging
Minors
Clavicle
Bone
Classifiers

Chemotherapeutic agents eligible for prior dosing in pancreatic cancer patients requiring hemodialysis: A systematic review

Hann, A., Nosalski, E., Hermann, P. C., Egger, J., Seufferlein, T. & Keller, F., 1 Aug 2018, In : Clinical Nephrology. 90, 2, p. 125-141 17 p.

Research output: Contribution to journalArticleResearchpeer-review

Pancreatic Neoplasms
Renal Dialysis
oxaliplatin
irinotecan
gemcitabine

Clinical evaluation of semi-automatic open-source algorithmic software segmentation of the mandibular bone: Practical feasibility and assessment of a new course of action

Wallner, J., Hochegger, K., Chen, X., Mischak, I., Reinbacher, K., Pau, M., Zrnc, T., Schwenzer-Zimmerer, K., Zemann, W., Schmalstieg, D. & Egger, J., 2018, In : PLoS ONE. 13, 5

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Bone
Software
Visualization
bones
Personnel

Combining Intelligent Recommendation and Mixed Reality in Itineraries for Urban Exploration

Jacucci, G., Andolina, S., Kalkofen, D., Schmalstieg, D., Nurminen, A., Spagnolli, A., Gamberini, L. & Ruotsalo, T., 2018, In : International Series on Information Systems and Management in Creative eMedia. 2017, 2, p. 18-23 6 p.

Research output: Contribution to journalArticleResearchpeer-review

Deep 2.5 D Vehicle Classification with Sparse SfM Depth Prior for Automated Toll Systems

Waltner, G., Maurer, M., Holzmann, T., Ruprecht, P., Opitz, M., Possegger, H., Fraundorfer, F. & Bischof, H., 2018, In : arXiv.org e-Print archive. 6 p.

Research output: Contribution to journalArticleResearchpeer-review

Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly

Opitz, M., Waltner, G., Possegger, H. & Bischof, H., 2018, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Research output: Contribution to specialist publicationArticleResearchpeer-review

Domain Transfer for 3D Pose Estimation from Color Images without Manual Annotations

Rad, M., Oberweger, M. & Lepetit, V., 8 Oct 2018, In : arXiv.org e-Print archive. 16 p.

Research output: Contribution to journalArticleResearchpeer-review

Drone-Augmented Human Vision: Exocentric Control for Drones Exploring Hidden Areas

Erat, O., Isop, W. A., Kalkofen, D. & Schmalstieg, D., 17 Jan 2018, In : IEEE transactions on visualization and computer graphics.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Drones
Space flight
User interfaces
Display devices
X rays

Geometry-Aware Network for Non-Rigid Shape Prediction from a Single View

Pumarola, A., Agudo, A., Porzi, L., Sanfeliu, A., Lepetit, V. & Moreno-Noguer, F., 27 Sep 2018, In : arXiv.org e-Print archive. 10 p.

Research output: Contribution to journalArticleResearchpeer-review

Healthy lung vessel morphology derived from thoracic computed tomography

Pienn, M., Burgard, C., Payer, C., Avian, A., Urschler, M., Stollberger, R., Olschewski, A., Olschewski, H., Johnson, T., Meinel, F. & Bálint, Z., 10 Apr 2018, In : Frontiers in Physiology. 9, 10 p., 346.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Thorax
Tomography
Lung
Veins
Arteries

Image Extrapolation for the Time Discrete Metamorphosis Model – Existence and Applications

Effland, A., Rumpf, M. & Schäfer, F., 2018, In : SIAM Journal on Imaging Sciences. 11, p. 834-862

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Integrated computer-aided forensic case analysis, presentation, and documentation based on multimodal 3D data

Bornik, A., Urschler, M., Schmalstieg, D., Bischof, H., Krauskopf, A., Schwark, T., Scheurer, E. & Yen, K., Jun 2018, In : Forensic science international. 287, p. 12-24 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Documentation
Tomography
Crime
Magnetic Resonance Imaging
Photography

Integrating geometric configuration and appearance information into a unified framework for anatomical landmark localization

Urschler, M., Ebner, T. & Štern, D., 1 Jan 2018, In : Medical image analysis. 43, p. 23-36 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Imaging techniques
Cues
Joints
Forests
Datasets

Learning Latent Representations of 3D Human Pose with Deep Neural Networks

Katircioglu, I., Tekin, B., Salzmann, M. & Lepetit, V., 2018, In : International Journal of Computer Vision.

Research output: Contribution to journalArticleResearchpeer-review

Learning to Find Good Correspondences

Yi, K. M., Trulls, E., Ono, Y., Lepetit, V., Salzmann, M. & Fua, P., 2018, In : arXiv.org e-Print archive. 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Making Deep Heatmaps Robust to Partial Occlusions for 3D Object Pose Estimation

Oberweger, M., Rad, M. & Lepetit, V., 11 Apr 2018, In : arXiv.org e-Print archive. 26 p.

Research output: Contribution to journalArticleResearchpeer-review