• 8010

    Inffeldgasse 16 Graz

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Research Output 1970 2019

2016

ATGV-Net: Accurate Depth Super-Resolution

Riegler, G., Rüther, M. & Bischof, H., 2016, European Conference on Computer Vision. Springer International Publishing AG

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

Sensors
Learning systems

Augmented Reality - Principles and Practice

Schmalstieg, D. & Höllerer, T., 1 Jun 2016, Addison-Wesley Professional.

Research output: Book/ReportBookResearch

Automated Age Estimation from Hand MRI Volumes Using Deep Learning

Stern, D., Payer, C., Lepetit, V. & Urschler, M., 21 Oct 2016, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016: 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II. Ourselin, S., Joskowicz, L., Sabuncu, M. R., Unal, G. & Wells, W. (eds.). Springer International Publishing AG , Vol. 9901. p. 194-202 9 p. (Lecture Notes in Computer Science).

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

Magnetic resonance imaging
Medicine
Pediatrics
Orthopedics
Surgery

Automated integer programming based separation of arteries and veins from thoracic CT images

Payer, C., Pienn, M., Bálint, Z., Shekhovtsov, O., Talakic, E., Nagy, E., Olschewski, A., Olschewski, H. & Urschler, M., Dec 2016, In : Medical image analysis. 34, p. 109–122 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Thoracic Arteries
Integer programming
Veins
Arteries
Computer aided analysis

Automated Segmentation of the Walkable Area from Aerial Images for Evacuation Simulation

Schenk, F., Rüther, M. & Bischof, H., 2016, Proceedings of the 2nd International Conference on Geographical Information Systems Theory, Applications and Management (GISTAM), 2016. GISTAM ed. Vol. 1. p. 125-135 11 p.

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

Antennas
Planning

Automatic alignment of indoor and outdoor building models using 3d line segments.

Koch, T. & Fraundorfer, F., 2016. 8 p.

Research output: Contribution to conferencePaperResearchpeer-review

Automatic intervertebral disc localization and segmentation in 3D MR images based on regression forests and active contours

Urschler, M., Hammernik, K., Ebner, T. & Stern, D., 2016, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag Heidelberg, Vol. 9402. p. 130-140 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9402).

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

Active Contours
Magnetic resonance
Computational methods
Segmentation
Pipelines

Automatic localization of locally similar structures based on the scale-widening random regression forest

Stern, D., Ebner, T. & Urschler, M., May 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI). Institute of Electrical and Electronics Engineers, p. 1422-1425 4 p.

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

Pixels
Radiography

BaCoN: Building a Classifier from only N Samples

Waltner, G., Opitz, M. & Bischof, H., 2016, Proceedings of the 21st Computer Vision Winter Workshop. Čehovin, L., Mandeljc, R. & Štruc, V. (eds.). Ljubljana: Slovenian Pattern Recognition Society, 7 p.

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

File

Clinical Evaluation of Mandibular Bone Segmentation

Egger, J., Hochegger, K., Gall, M., Reinbacher, K., Schwenzer-Zimmerer, K., Wallner, J. & Schmalstieg, D., 1 Aug 2016, Proc. IEEE Engineering in Medicine and Biology Society (EMBC'16), Posters. Orlando, FL, USA: IEEE Computer Society

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

Collaborative Distributed Cognition Using A Seamless Desktop Infrastructure

Geymayer, T. & Schmalstieg, D., Mar 2016. 6 p.

Research output: Contribution to conferencePaperResearchpeer-review

Open Access
File
Display devices
Synchronization
Hardware

Complexity of Discrete Energy Minimization Problems

Li, M., Shekhovtsov, A. & Huber, D., 2016, ECCV: European Conference on Computer Vision. p. 834-852 19 p.

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

Computer-Aided Planning and Reconstruction of Cranial 3D Implants

Gall, M., Li, X., Chen, X., Schmalstieg, D. & Egger, J., 1 Aug 2016, Proc. IEEE Engineering in Medicine and Biology Society (EMBC'16). Orlando, FL, USA

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

Computer-Aided Planning of Cranial 3D Implants

Gall, M., Chen, X., Schmalstieg, D. & Egger, J., 1 Jun 2016, In : International Journal of Computer Assisted Radiology and Surgery. 11, Suppl 1, p. 187

Research output: Contribution to journalArticleResearchpeer-review

Computer-aided Reconstruction of Facial Defects

Gall, M., Wallner, J., Schwenzer-Zimmerer, K., Schmalstieg, D., Reinbacher, K. & Egger, J., 1 Aug 2016.

Research output: Contribution to conferencePosterResearchpeer-review

Computer-aided stab wound channel reconstruction based on local visual depiction of entrapped air

Bornik, A., Krauskopf, A. & Urschler, M., May 2016.

Research output: Contribution to conferenceAbstractResearchpeer-review

Convolutional Networks for Shape from Light Field

Heber, S. & Pock, T., 2016, IEEE Conference on Computer Vision and Pattern Recognition (2016).

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

Neural networks
Computer vision
Processing

Convolutional Two-Stream Network Fusion for Video Action Recognition

Feichtenhofer, C., Pinz, A. & Zisserman, A., 26 Jun 2016, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016. p. 1933-1941

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

Development of a computer-aided design software for dental splint in orthognathic surgery

Chen, X., Li, X., Xu, L., Sun, Y., Politis, C. & Egger, J., 14 Dec 2016, In : Scientific reports. 6, p. 38867

Research output: Contribution to journalArticleResearchpeer-review

Orthognathic Surgery
Computer-Aided Design
Splints
Tooth
Software

Direct Stereo Visual Odometry Based on Lines

Holzmann, T., Fraundorfer, F. & Bischof, H., Feb 2016, 11th International Conference on Computer Vision Theory and Applications (VISAPP), 2016.

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

File

Dynamic Scene Recognition with Complementary Spatiotemporal Features

Feichtenhofer, C., Pinz, A. & Wildes, R., 2016, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 38, 12, p. 2389 - 2401

Research output: Contribution to journalArticleResearchpeer-review

Pooling
Complementarity
Pyramid
Feature Extraction
Feature extraction

Efficient 3D Scene Abstraction Using Line Segments

Hofer, M., Maurer, M. & Bischof, H., 29 Mar 2016, In : Computer vision and image understanding.

Research output: Contribution to journalArticleResearchpeer-review

Efficiently Creating 3D Training Data for Fine Hand Pose Estimation

Oberweger, M., Riegler, G., Wohlhart, P. & Lepetit, V., 2016, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.

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

Open Access
File

Efficient Model Averaging for Deep Neural Networks

Opitz, M., Possegger, H. & Bischof, H., 2016, Asian Conference on Computer Vision (ACCV).

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

File

End-to-End Training of Hybrid CNN-CRF Models for Stereo

Knöbelreiter, P., Reinbacher, C., Shekhovtsov, A. & Pock, T., 30 Nov 2016, In : arXiv.org e-Print archive.

Research output: Contribution to journalArticleResearchpeer-review

File
Neural networks
Linear programming
Support vector machines
Costs
Processing

Evaluation of MRI sequences and liquids potentially suitable for post-mortem vascular perfusion

Webb, B., Kirchmeyer, D., Widek, T., Urschler, M., Stollberger, R. & Schwark, T., May 2016.

Research output: Contribution to conferenceAbstractResearchpeer-review

Fortschritte bei der automatisierten Altersschätzung Jugendlicher aus MRT Daten der linken Hand

Stern, D., Bornik, A. & Urschler, M., 31 Aug 2016.

Research output: Contribution to conferenceAbstractResearchpeer-review

From Individual Hand Bone Age Estimates to Fully Automated Age Estimation via Learning-Based Information Fusion

Stern, D. & Urschler, M., May 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI). Institute of Electrical and Electronics Engineers, p. 150-154 5 p.

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

Information fusion
Bone
Medicine
Aging of materials

From Local to Global Random Regression Forests: Exploring Anatomical Landmark Localization

Stern, D., Ebner, T. & Urschler, M., 21 Oct 2016, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016: 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II. Ourselin, S., Joskowicz, L., Sabuncu, M. R., Unal, G. & Wells, W. (eds.). Springer International Publishing AG , Vol. 9901. p. 221-229 9 p. (Lecture Notes in Computer Science).

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

Magnetic resonance imaging
Experiments

Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest

Sirinukunwattana, K., Pluim, J. P. W., Chen, H., Qi, X., Heng, P-A., Guo, Y. B., Wang, L. Y., Matuszewski, B. J., Bruni, E., Sanchez, U., Böhm, A., Ronneberger, O., Cheikh, B. B., Racoceanu, D., Kainz, P., Pfeiffer, M., Urschler, M., Snead, D. R. J. & Rajpoot, N. M., 1 Mar 2016, In : arXiv.org e-Print archive.

Research output: Contribution to journalArticleResearch

File

GlassHands: Interaction Around Unmodified Mobile Devices Using Sunglasses

Grubert, J., Pahud, M., Kranz, M. & Schmalstieg, D., 1 Nov 2016, Proc. ACM Interactive Surfaces and Spaces 2016. Niagara Falls, Canada: Association of Computing Machinery, p. 215-224

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

Grid Loss: Detecting Occluded Faces

Opitz, M., Waltner, G., Poier, G., Possegger, H. & Bischof, H., 2016, European Conference on Computer Vision (ECCV).

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

File

Guided sparse camera pose estimation

Schenk, F., Mohr, L., Rüther, M., Fraundorfer, F. & Bischof, H., 2016, Proceedings of The 40th Annual Workshop of the Austrian Association for Pattern Recognition (OAGM), 2016. p. 139-146 8 p.

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

Open Access
File
Facades
Cameras
Image recording
Range finders
Distance measurement

Hierarchical Bucket Queuing for Fine-grained Priority Scheduling on the GPU

Kerbl, B., Kenzel, M., Schmalstieg, D., Seidel, H-P. & Steinberger, M., 2016, In : Computer Graphics Forum.

Research output: Contribution to journalArticleResearchpeer-review

Higher Order Maximum Persistency and Comparison Theorems

Shekhovtsov, A., 1 Feb 2016, In : Computer vision and image understanding. 143, C, p. 54-79 26 p.

Research output: Contribution to journalArticleResearchpeer-review

Homography Based Egomotion Estimation with a Common Direction

Saurer, O., Vasseur, P., Boutteau, R., Demonceaux, C., Pollefeys, M. & Fraundorfer, F., 1 Feb 2016, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 39, 2, p. 327-341 15 p.

Research output: Contribution to journalArticleResearchpeer-review

Image-guided real-time-segmentation of the mandibular bone: Can a simple Segmentation approach provide a satisfying result for a practicable use?

Wallner, J., Reinbacher, K., Egger, J., Pau, M., Zemann, W., Zrnc, T., Schmalstieg, D. & Schwenzer-Zimmerer, K., 2016.

Research output: Contribution to conference(Old data) Lecture or PresentationResearch

Improvement in advanced pancreatic cancer survival with novel chemotherapeutic strategies - experience of a community based hospital

Hann, A., Bohle, W., Egger, J. & Zoller, W. G., Oct 2016, In : Zeitschrift für Gastroenterologie. 54, 10, p. 1138-1142 5 p.

Research output: Contribution to journalArticleResearchpeer-review

Community Hospital
Pancreatic Neoplasms
Survival
gemcitabine
Adenocarcinoma

Inertial proximal alternating linearized minimization (iPALM) for nonconvex and nonsmooth problems

Pock, T. & Sabach, S., 2016, In : SIAM Journal on Imaging Sciences. 9, 4, p. 1756-1787 32 p.

Research output: Contribution to journalArticleResearchpeer-review

Nonsmooth Function
Non-negative Matrix Factorization
Nonsmooth Optimization
Nonconvex Optimization
Deconvolution

Instant Mixed Reality Lighting from Casual Scanning

Richter-Trummer, T., Kalkofen, D., Park, J. & Schmalstieg, D., 1 Sep 2016, Proc. IEEE International Symposium on Mixed and Augmented Reality (ISMAR'16). Merida, Mexico: IEEE Computer Society

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

Interactive 3D Segmentation of Rock-Art by Enhanced Depth Maps and Gradient Preserving Regularization

Zeppelzauer, M., Poier, G., Seidl, M., Reinbacher, C., Schulter, S., Breiteneder, C. & Bischof, H., 2016, In : ACM Journal on Computing and Cultural Heritage. 9, 4

Research output: Contribution to journalArticleResearchpeer-review

Brachytherapy
Colon
Rectum
Neoplasms
Sigmoid Colon

Joint M-Best-Diverse Labelings as a Parametric Submodular Minimization

Kirillov, A., Shekhovtsov, A., Rother, C. & Savchynskyy, B., 2016, Advances in Neural Information Processing Systems 29. Lee, D. D., Sugiyama, M., Luxburg, U. V., Guyon, I. & Garnett, R. (eds.). Curran Associates, Inc, p. 334-342 9 p.

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

Large-Scale Semantic 3D Reconstruction: an Adaptive Multi-Resolution Model for Multi-Class Volumetric Labeling

Blaha, M., Vogel, C., Richard, A., Wegner, J., Schindler, K. & Pock, T., 2016, Computer Vision and Pattern Recognition. IEEE Computer Society, p. 3176-3184 9 p.

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

Open Access
File

Learning a Variational Model for Compressed Sensing MRI Reconstruction

Hammernik, K., Knoll, F., Sodickson, D. & Pock, T., 2016, Proceedings of the International Society of Magnetic Resonance in Medicine (ISMRM). 1088

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

Learning Joint Demosaicing and Denoising Based on Sequential Energy Minimization

Klatzer, T., Hammernik, K., Knöbelreiter, P. & Pock, T., 13 May 2016, IEEE International Conference on Computational Photography (ICCP).

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

Open Access
File
Color
Image acquisition
Sensors
Image reconstruction
Image quality

Micro Aerial Projector - Stabilizing Projected Images Of An Airborne Robotics Projection Platform

Isop, W. A., Pestana Puerta, J., Ermacora, G., Fraundorfer, F. & Schmalstieg, D., Oct 2016, 2016 IEEE/RJS International Conference on Intelligent Robots and Systems (IROS2016).

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

Robotics
Stabilization
Antennas
Lasers
Experiments

Minimal solutions for pose estimation of a multi-camera system

Hee Lee, G., Li, B., Pollefeys, M. & Fraundorfer, F., 2016, Springer Tracts in Advanced Robotics. Springer Verlag, Vol. 114. p. 521-538 18 p. (Springer Tracts in Advanced Robotics; vol. 114).

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

Cameras
Singular value decomposition
Polynomials

On the ergodic convergence rates of a first-order primaldual algorithm

Pock, T. & Antonin, C., 2016, In : Mathematical programming. 159, 1, p. 253–287

Research output: Contribution to journalArticleResearchpeer-review

Optimizing the 3D-reconstruction technique for serial block-face scanning electron microscopy

Wernitznig, S., Sele, M., Urschler, M., Zankel, A., Pölt, P., Rind, F. C. & Leitinger, G., 27 Feb 2016, In : Journal of neuroscience methods. 264, p. 16-24 9 p.

Research output: Contribution to journalArticleResearchpeer-review

Electron Scanning Microscopy
Neurons
Anatomy
Locusta migratoria
Grasshoppers