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Forschungsoutput 1970 2020

2019

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

Force Field-Based Indirect Manipulation Of UAV Flight Trajectories

Isop, W. A. & Fraundorfer, F., 1 Nov 2019, IROS 2019. IEEE Publications, S. 1-8 8 S.

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

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

Generalized Feedback Loop for Joint Hand-Object Pose Estimation

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

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

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 , Band 6. S. 207-215

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

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. S. 2222-2231

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

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. S. 2894-2897

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

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). S. 151-158

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Sensors
Costs

HiBsteR: Hierarchical Boosted Deep Metric Learning for Image Retrieval

Waltner, G., Opitz, M., Possegger, H. & Bischof, H., 2019, IEEE Winter Conference on Applications of Computer Vision (WACV) .

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

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

Introducing the IEEE Virtual Reality 2019 Special Issue

Mueller, K. & Schmalstieg, D., 2019, in : IEEE Transactions on Visualization and Computer Graphics.

Publikation: Beitrag in einer FachzeitschriftEditorialForschung

Virtual reality

Inverse GANs for accelerated MRI reconstruction

Narnhofer, D., Hammernik, K., Knoll, F. & Pock, T., 2019, Wavelets and Sparsity XVIII.

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Magnetic resonance
Image reconstruction
Sampling
Probability distributions
Deep learning

Joint Multi-anatomy Training of a Variational Network for Reconstruction of Accelerated Magnetic Resonance Image Acquisitions

Johnson, P. M., Muckley, M. J., Bruno, M., Kobler, E., Hammernik, K., Pock, T. & Knoll, F., 2019, Machine Learning for Medical Image Reconstruction: Second International Workshop, MLMIR 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings. Knoll, F., Maier, A., Rueckert, D. & Ye, J. (Hrsg.). Cham: Springer, S. 71-79 (Lecture Notes in Computer Science; Band 11905).

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Knee
Anatomy
Magnetic Resonance Spectroscopy
Joints
Magnetic Resonance Imaging

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

Learned Collaborative Stereo Refinement

Knöbelreiter, P. & Pock, T., 2019, German Conference on Pattern Recognition. S. 3-17

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Color
Gradient methods
Statistics

Learning from the Truth: Fully Automatic Ground Truth Generation for Training of Medical Deep Learning Networks

Gsaxner, C., Roth, P. M., Wallner, J. & Egger, J., 2019, Proceedings of the Joint ARW & OAGM Workshop 2019. Pichler, A., Roth, P. M., Slabatnig, R., Stübl, G. & Vincze, M. (Hrsg.). Graz: Verlag der Technischen Universität Graz, S. 173-174

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Open Access
Image analysis
Positron emission tomography
Tomography
Neural networks
Supervised learning

Learning task-specific activation functions using genetic programming

Basirat, M. & Roth, P. M., 2019, Proceedings of the Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. SciTePress, Band 5. S. 533-540

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Open Access
Genetic programming
Chemical activation
Mathematical operators

Location Field Descriptors: Single Image 3D Model Retrieval in the Wild

Grabner, A., Roth, P. M. & Lepetit, V., 2019, 2019 International Conference on 3D Vision (3DV). S. 583-593

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

pixel
prediction
method

LU-Net: An Efficient Network for 3D LiDAR Point Cloud Semantic Segmentation Based on End-to-End-Learned 3D Features and U-Net

Biasutti, P., Lepetit, V., Aujol, J-F., Brédif, M. & Bugeau, A., 2019, Proceedings of the IEEE International Conference on Computer Vision Workshops.

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Semantics
Sensors
Image processing
Topology
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

Markerless Image-to-Face Registration for Untethered Augmented Reality in Head and Neck Surgery

Gsaxner, C., Pepe, A., Schmalstieg, D., Egger, J. & Wallner, J., 2019, International Conference on Medical Image Computing and Computer-Assisted Intervention. S. 236-244

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Neck
Head
Physicians
Head and Neck Neoplasms
Tomography

Matwo-CapsNet: A Multi-label Semantic Segmentation Capsules Network

Bonheur, S., Stern, D., Payer, C., Pienn, M., Olschewski, H. & Urschler, M., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019. Cham: Springer, S. 664-672 (Lecture Notes in Computer Science; Band 11768).

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Labels
Semantics
Computer vision
X rays

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. S. 3629-3632

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

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, in : Remote Sensing . 11, 11, 1262.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Open Access
roof
learning
pixel
segmentation
multiple regression

MURAUER: Mapping Unlabeled Real Data for Label AUstERity

Poier, G., Opitz, M., Schinagl, D. & Bischof, H., 2019, IEEE Winter Conference on Applications of Computer Vision.

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

On Object Symmetries and 6D Pose Estimation from Images

Pitteri, G., Ramamonjisoa, M., Ilic, S. & Lepetit, V., 2019, 2019 International Conference on 3D Vision (3DV). S. 614-622

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Learning algorithms
Learning systems

On the estimation of the Wasserstein distance in generative models

Pinetz, T., Soukup, D. & Pock, T., 2019, German Conference on Pattern Recognition. S. 156-170

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Cost functions
Probability distributions

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

Pattern Recognition and Mixed Reality for Computer-Aided Maxillofacial Surgery and Oncological Assessment

Pepe, A., Trotta, G. F., Gsaxner, C., Schmalstieg, D., Wallner, J., Egger, J. & Bevilacqua, V., 2019, BMEiCON 2018 - 11th Biomedical Engineering International Conference. 8609921

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

surgery
pattern recognition
Surgery
Pattern recognition
earphones

PET-Train: Automatic Ground Truth Generation from PET Acquisitions for Urinary Bladder Segmentation in CT Images using Deep Learning

Gsaxner, C., Pfarrkirchner, B., Lindner, L., Pepe, A., Roth, P. M., Wallner, J. & Egger, J., 2019.

Publikation: KonferenzbeitragPaperForschungBegutachtung

Positron emission tomography
ground truth
bladder
learning
Tomography

Pose determination with semantic segmentation

Hirzer, M., Roth, P. M., Arth, C. & Lepetit, V., 2019

Publikation: SchutzrechtPatentForschung

Semantics

Pose estimation and model retrieval for objects in images

Grabner, A., Roth, P. M. & Lepetit, V., 2019

Publikation: SchutzrechtPatentForschung

Proceedings of the ARW & OAGM Workshop 2019

Pichler, A. (Hrsg.), Roth, P. M., Sablatnig, R. (Hrsg.), Stübl, G. (Hrsg.) & Vincze, M. (Hrsg.), 1 Mai 2019, Verlag der Technischen Universität Graz. 228 S.

Publikation: Buch/Bericht/KonferenzbandBuch (Herausgeberwerk)ForschungBegutachtung

Open Access

Proceedings of the Computer Vision Winter Workshop 2019

Roth, P. M. (Hrsg.), Fraundorfer, F. (Hrsg.) & Schenk, F. (Hrsg.), 1 Feb 2019, Verlag der Technischen Universität Graz. 77 S.

Publikation: Buch/Bericht/KonferenzbandBuch (Herausgeberwerk)ForschungBegutachtung

Open Access

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

Regularization of Building Boundaries in Satellite Images Using Adversarial and Regularized Losses

Zorzi, S. & Fraundorfer, F., 1 Jul 2019, IGARSS 2019. IEEE Publications, S. 5140-5143 4 S.

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Rendering an image from computer graphics using two rendering computing devices

Schmalstieg, D., Reitmayr, G. & Diaz Spindola, S., 2019

Publikation: SchutzrechtPatentForschung

Computer graphics
Virtual reality
Rendering (computer graphics)
Graphics processing unit

RESLAM: A real-time robust edge-based SLAM system

Schenk, F. & Fraundorfer, F., 20 Mai 2019, Proceedings of the International Conference on Robotics and Automation 2019. 8 S.

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Datei
Cameras
Sensors
Program processors
Robotics
Pipelines

Rotational Alignment of IMU-camera Systems with 1-Point RANSAC

Banglei, G., Su, A., Li, Z. & Fraundorfer, F., 2019, Pattern Recognition and Computer Vision. Lin, Z. (Hrsg.). Cham: Springer, S. 172-183 (Lecture Notes in Computer Science; Nr. 11859).

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Cameras
Detectors

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

Semi-supervised Detector Training with Prototypes for Vehicle Detection

Waltner, G., Opitz, M., Krispel, G., Possegger, H. & Bischof, H., Nov 2019, 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019. Institute of Electrical and Electronics Engineers, S. 4261-4266 6 S.

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Detectors
Labels
Neural networks