Thomas Pock
Short CV
Thomas Pock, born 1978 in Graz, received his MSc (1998-2004) and his PhD (2005-2008) in Computer Engineering (Telematik) from Graz University of Technology. After a Post-doc position at the University of Bonn, he moved back to Graz University of Technology where he has been an Assistant Professor at the Institute for Computer Graphics and Vision. In 2013 Thomas Pock received the START price of the Austrian Science Fund (FWF) and the German Pattern recognition award of the German association for pattern recognition (DAGM) and in 2014, Thomas Pock received an starting grant from the European Research Council (ERC). Since June 2014, Thomas Pock is a Professor of Computer Science at Graz University of Technology (AIT Stiftungsprofessur "Mobile Computer Vision") and a principal scientist at the Center for Vision, Automation & Control at the Austrian Institute of Technology (AIT). The focus of his research is the development of mathematical models for computer vision and image processing as well as the development of efficient convex and non-smooth optimization algorithms. A full CV can be found here.
Publications
GigaPan Image-Based 3D Reconstruction for Engineering Geological Investigations
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Variational 3D-PIV with sparse descriptors
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Efficient 3D Pose Estimation and 3D Model RetrievalProceedings of the 42nd OAGM Workshop
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Optimizing Wavelet Bases for Sparser RepresentationsEnergy Minimization Methods in Computer Vision and Pattern Recognition249-262
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Instance segmentation and tracking with cosine embeddings and recurrent hourglass networksMedical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings3-11
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Healthy lung vessel morphology derived from thoracic computed tomography
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Pulmonary Lobe Segmentation in CT Images using Alpha-ExpansionProceedings of the 13th International Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018) - Volume 4: VISAPP387-394
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Multi-label Whole Heart Segmentation Using CNNs and Anatomical Label ConfigurationsStatistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges. STACOM 2017190-198
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Integrated computer-aided forensic case analysis, presentation, and documentation based on multimodal 3D data
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Reducing acquisition time for MRI-based forensic age estimation
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Proceedings of the OAGM Workshop 2018
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Multi-label Whole Heart Segmentation using Anatomical Label Configurations and CNNs
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Generative Adversarial Networks to Synthetically Augment Data for Deep Learning based Image SegmentationProceedings of the OAGM Workshop 201822-29
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Sparse-view CT Reconstruction using Wasserstein GANsMachine Learning for Medical Image Reconstruction - First International Workshop, MLMIR 2018, Held in Conjunction with MICCAI 2018, Proceedings75-82
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Deep 2.5D Vehicle Classification with Sparse SfM Depth Prior for Automated Toll SystemsProceedings of the 21st IEEE International Conference on Intelligent Transportation Systems (ITSC)
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Robust Deformation Estimation in Wood-Composite Materials using Variational Optical Flow
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Active safety effectiveness assessment by combination of traffic flow simulation and crash-simulationInternational Conference "ESAR - Expert Symposium on Accident Research"
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Automatic Age Estimation and Majority Age Classification from Multi-Factorial MRI Data
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Spatiotemporal Saliency Estimation by Spectral Foreground Detection
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Integrating geometric configuration and appearance information into a unified framework for anatomical landmark localization
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TuMore: generation of synthetic brain tumor MRI data for deep learning based segmentation approaches
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Multi-threaded integration of HTC-Vive and MeVisLab
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Lower jawbone data generation for deep learning tools under MeVisLab
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Exploit 18F-FDG enhanced urinary bladder in PET data for deep learning ground truth generation in CT scans
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Feature Mapping for Learning Fast and Accurate 3D Pose Inference from Synthetic ImagesProceedings of the IEEE Conference on Computer Vision and Pattern Recognition
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Efficient Physics-Based Implementation for Realistic Hand-Object Interaction in Virtual RealityIEEE Conference on Virtual Reality and 3D User Interfaces
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What have we learned from deep representations for action recognition?IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
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Altersschätzung im Strafverfahren?!
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Volumetric Reconstruction from a Limited Number of Digitally Reconstructed Radiographs Using CNNsProceedings of the OAGM Workshop 201813-19
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Drone-Augmented Human Vision: Exocentric Control for Drones Exploring Hidden Areas
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3D Pose Estimation and 3D Model Retrieval for Objects in the WildProceedings of the IEEE Conference on Computer Vision and Pattern Recognition
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Semantically Aware Urban 3D Reconstruction with Plane-Based RegularizationEuropean Conference on Computer Vision
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Assessment of the generalization of learned image reconstruction and the potential for transfer learning
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Globally Consistent Dense Real-Time 3D Reconstruction from RGBD Data
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Retargeting Video Tutorials Showing Tools With Surface Contact to Augmented RealityProc. ACM Conference on Human Factors in Computing Systems (CHI)
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A Deep Learning Architecture for Limited-Angle Computed Tomography ReconstructionBildverarbeitung für die Medizin 2017
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Vertebral body segmentation with GrowCut
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Interaktive Planung von GesichtsimplantatenProc. Bildverarbeitung fuer die Medizin (BVM)
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Computer Vision for MAVsComputer Vision in Vehicle Technology: Land, Sea & Air55-74
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Algorithm guided outlining of 105 pancreatic cancer liver metastases in Ultrasound
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Computer-aided position planning of miniplates to treat facial bone defects
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Integration of the HTC Vive into the Medical Platform MeVisLabProc. SPIE Medical Imaging
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Computer-aided implant design for the restoration of cranial defects
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Algorithmic evaluation of lower jawbone segmentationsProc. SPIE Medical Imaging
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Interactive Outlining of Pancreatic Cancer Liver Metastases in Ultrasound Images
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HTC Vive MeVisLab integration via OpenVR for medical applications
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„Autonomes Fahren“ aus datenschutzrechtlicher Sicht, in Eisenberger/Lachmayer/Eisenberger (Hrsg), Autonomes Fahren und Recht (2017), 169„Autonomes Fahren“ aus datenschutzrechtlicher Sicht169-207
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Interactive reconstructions of cranial 3D implants under MeVisLab as an alternative to commercial planning software
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Scalable Full Flow with Learned Binary Descriptors
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A Detailed Description of Direct Stereo Visual Odometry Based on Lines
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Scalable Surface Reconstruction from Point Clouds with Extreme Scale and Density Diversity IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
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The 3D-Pitoti Dataset: A Dataset for high-resolution 3D Surface Segmentation
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Radiometry propagation to large 3D point clouds from sparsely sampled ground truthComputer Vision – ACCV 2016, Part II222-235
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Simultaneous Multi-Person Detection and Single-Person Pose Estimation With a Single Heatmap Regression Network
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The constitutional conformity of age estimation in the Austrian Foreign and Immigration Law
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CSISmartScan3D - Cost-efficient Integrated 3D Crime Scene Documentation
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Age-related changes in lung vessel morphology in healthy men and women
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Fully-automatic lung fissure detection from thoracic computed tomography images
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Robust 3D Object Tracking from Monocular Images using Stable Parts
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Automated segmentation and morphometry of muscle fibers from haematoxylin-eosin-stained histological sections
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Neural EPI-Volume Networks for Shape from Light FieldIEEE International Conference on Computer Vision (ICCV)
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ALCN: Adaptive Local Contrast Normalization for Robust Object Detection and 3D Pose EstimationBritish Machine Vision Conference
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Forensische Altersdiagnostik mit Fokus auf den LebendenForensigraphie189-221
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Acceleration of the PDHGM on Partially Strongly Convex Functions
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Real-time panoramic tracking for event cameras2017 IEEE International Conference on Computational Photography, ICCP 2017 - Proceedings
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Measuring Human-made Corner Structures With a Robotic Total Station using Support Points, Lines and PlanesProc. International Conference on Computer Vision Theory and Applications (VISAPP)
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GigaPan Image-Based 3D Reconstruction for Engineering Geological Investigation
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Face Inpainting based on High-Level Facial Attributes
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GPU-based RFA simulation for minimally invasive cancer treatment of liver tumours
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3D Vision Guided Robotic Charging Station for Electric and Plug-in Hybrid Vehicles
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On the Influence of Sampling Pattern Design on Deep Learning-Based MRI ReconstructionProceedings of the International Society of Magnetic Resonance in Medicine (ISMRM)
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L2 or not L2: Impact of Loss Function Design for Deep Learning MRI ReconstructionProceedings of the International Society of Magnetic Resonance in Medicine (ISMRM)
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End-to-End Training of Hybrid CNN-CRF Models for Semantic Segmentation using Structured Learning
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Improved Accelerated Model-based Parameter Quantification with Total-Generalized- Variation Regularization.
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Pedestrian Detection in RGB-D Images from an Elevated ViewpointProceedings of the 22nd Computer Vision Winter Workshop
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Segmentation and classification of colon glands with deep convolutional neural networks and total variation regularization
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Multi-factorial age estimation from skeletal and dental MRI volumesMachine Learning in Medical Imaging - 8th International Workshop, MLMI 2017, Held in Conjunction with MICCAI 2017, Proceedings61-69
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BIER - Boosting Independent Embeddings RobustlyInternational Conference on Computer Vision (ICCV)
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Innovative approaches for crop hail damage assessment based on Radar and drone technologies
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Automated Inspection of Power Line Corridors to Measure Vegetation Undercut using UAV-based ImagesInternational Conference on Unmanned Aerial Vehicles in Geomatics
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Crop hail damage assessment based on radar and drone integrated technologies
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DeepPrior++: Improving Fast and Accurate 3D Hand Pose EstimationInternational Conference on Computer Vision Workshops
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Trainable Regularization for Multi-frame SuperresolutionPattern Recognition90-100
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Variational Networks: Connecting Variational Methods and Deep Learning
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Robust Edge-based Visual Odometry using Machine-Learned EdgesProceedings of the IEEE/RSJ Conference on Intelligent Robots and Systems (IROS)1297-1304
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Volumetric Flow Estimation for Incompressible Fluids using the Stationary Stokes EquationsInternational Conference on Computer Vision 2017
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Semantic 3D Reconstruction with Finite Element Bases28th British Machine Vision Conference
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VISGISProceedings of the 2016 International Conference on Image and Vision Computing New Zealand, IVCNZ 2016
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Package Delivery Experiments with a Camera Drone
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Speckle Reduction with Trained Nonlinear Diffusion Filtering
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Combining Edge Images and Depth Maps for Robust Visual OdometryProceedings 28th British Machine Vision Conference (BMVC)
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Roof type selection based on patch-based classification using deep learning for high resolution satellite imagery
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Efiective static bin patterns for sort-middle renderingProceedings of High Performance Graphics, HPG 2017
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Plane-based Surface Regularization for Urban 3D Reconstruction28th British Machine Vision Conference
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Automatic UAV image geo-registration by matching UAV images to georeferenced image data
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Variational JPEG artifacts suppression based on high-order MRFs
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A Primal Dual Network for Low-Level Vision ProblemsGerman Conference on Pattern Recognition, 2017
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3D visual perception for self-driving cars using a multi-camera system
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Detecting Flying Objects Using a Single Moving Camera
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Cause of death or caused by death: Differentiation of thromboemboli and post-mortem clots using quantitative MRI
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Machine Learning and Knowledge Extraction in Digital Pathology needs an integrative approachSpringer Lecture Notes in Artificial Intelligence
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A prospective development study of software-guided radio-frequency ablation of primary and secondary liver tumors
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Age estimation using MR imaging of the third molar teeth and the medial clavicular epiphysis
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Proceedings of the OAGM & ARW Joint Workshop 2016
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Eye Movements during silent and oral reading in a regular orthography
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Accuracy of age estimation based on undersampled MR images of the hand
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Proceedings of the OAGM & ARW Joint Workshop 2017
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Developing an approach to post-mortem MR angiography (PMMRA): Investigation of vascular retention of perfusates in ex situ porcine hearts
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Sparse matrix assembly on the GPU through multiplication patterns2017 IEEE High Performance Extreme Computing Conference (HPEC)1-8
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Automated Multi-Factorial Age Estimation from Skeletal and Dental MRI Volumes based on Deep Learning
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Autonomous, Independent Management of Dynamic Graphs on GPUs2017 IEEE High Performance Extreme Computing Conference (HPEC)1-8
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Generative Adversarial Network based Synthesis for Supervised Medical Image SegmentationProceedings of the OAGM&ARW Joint Workshop 2017140-145
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Globally Homogeneous, Locally Adaptive Sparse Matrix-vector Multiplication on the GPUProceedings of the International Conference on Supercomputing13:1-13:11
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Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge
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Forensic age estimation by morphometric analysis of the manubrium from 3D MR images
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Dynamic Scheduling for Efficient Hierarchical Sparse Matrix Operations on the GPUProceedings of the International Conference on Supercomputing7:1-7:10
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Accelerated Knee Imaging Using a Deep Learning Based ReconstructionProceedings of the International Society of Magnetic Resonance in Medicine (ISMRM)
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A GPU-adapted Structure for Unstructured Grids
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Spatiotemporal Multiplier Networks for Video Action RecognitionIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
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ShapeGenetics: Using Genetic Algorithms for Procedural ModelingComputer Graphics Forum
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Evaluations on multi-scale camera networks for precise and geo-accurate reconstructions from aerial and terrestrial images with user guidance
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Temporal Residual Networks for Dynamic Scene RecognitionIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
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Der Einsatz unbemannter Flugsysteme zur Charakterisierung von gesprengtem Haufwerk18. Geokinematischer Tag des Institutes für Markscheidewesen und Geodäsie am 10. und 12. Mai 2017 in Freiberg
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BB8: A Scalable, Accurate, Robust to Partial Occlusion Method for Predicting the 3D Poses of Challenging Objects without Using Depth
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Loss-Specific Training of Random Forests for Super-ResolutionProceedings of the 22nd Computer Vision Winter Workshop
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Feedback Loop and Accurate Training Data for 3D Hand Pose EstimationOAGM&ARW Joint Workshop
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Adaptive User-Perspective Rendering for Handheld Augmented Reality2017 IEEE Symposium on 3D User Interfaces (3DUI) Proceedings
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Detection and volume estimation of artificial hematomas in the subcutaneous fatty tissue
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Dynamic Label Placement for Forensic Case VisualizationEG/VGTC Conference on Visualization (Eurovis'17)139-143
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Gland Segmentation in Colon Histology Images
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Feasibility of alternating induction and maintenance chemotherapy in pancreatic cancer
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3D Localization in Urban Environments from Single ImagesProceedings of the OAGM/AAPR & ARW Joint Workshop
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Learning Lightprobes for Mixed Reality Illumination
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Semantic Segmentation for 3D Localization in Urban EnvironmentsProceedings of the Joint Urban Remote Sensing Event
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Learning to Align Semantic Segmentation and 2.5D Maps for GeolocalizationProceedings of the IEEE Conference on Computer Vision and Pattern Recognition
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Accurate Camera Registration in Urban Environments Using High-Level Feature MatchingProceedings of the British Machine Vision Conference
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Trainable Nonlinear Reaction Diffusion
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Detect to Track and Track to DetectIEEE International Conference on Computer Vision (ICCV), 2017
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3D Szenenfluss-bildbasierte Schaetzung dichter BewegungsfelderPhotogrammetrie und Fernerkundung261-292
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A VR-based surgical simulation system using patient- specific physical computing model
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Augmented Reality (AR)-guided intraoperative Navigation
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Interactive algorithm for the measurement of pancreatic cancer liver metastases in ultrasound
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Evaluation of an Interactive Segmentation Algorithm using Ultrasound Images of Pancreatic Cancer Liver Metastases
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Development of a Semiautomatic Segmentation Algorithm for the Measurement of Pancreatic Cancer Liver Metastases in Ultrasound Images
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Interaktive Planung von Gesichtsimplantaten
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Integration of the HTC Vive into the Medical Platform MeVisLab
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Interactive Planning of Miniplates
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Learning a Variational Network for Reconstruction of Accelerated MRI Data
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Efficient 3D Tracking in Urban Environments with Semantic SegmentationProceedings of the British Machine Vision Conference
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Effective static bin patterns for sort-middle renderingHPG '17 Proceedings of High Performance Graphics
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Adaptive User Perspective RenderingProc. IEEE Symposium on 3D User Interfaces
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Variational Photoacoustic Image Reconstruction with Spatially Resolved Projection DataProc. SPIE
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In-depth Assessment of an Interactive Graph-based Approach for the Segmentation for Pancreatic Metastasis in Ultrasound Acquisitions of the Liver with two Specialists in Internal Medicine
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Conference on Neural Information Processing Systems
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From Individual Hand Bone Age Estimates to Fully Automated Age Estimation via Learning-Based Information Fusion2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI)150-154
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Hierarchical Bucket Queuing for Fine-grained Priority Scheduling on the GPU
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Computer-Aided Planning and Reconstruction of Cranial 3D ImplantsProc. IEEE Engineering in Medicine and Biology Society (EMBC'16)
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US-Cut: interactive algorithm for rapid detection and segmentation of liver tumors in ultrasound acquisitionsProc. SPIE97901C-97901C-6
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RFA Guardian: Comprehensive Simulation of the Clinical Workflow for Patient specific Planning, Guidance and Validation of RFA Treatment of Liver Tumors
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Iterative-cuts
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Improvement in advanced pancreatic cancer survival with novel chemotherapeutic strategies - experience of a community based hospital
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Temporal Coherence Strategies For Augmented Reality Labeling
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End-to-End Training of Hybrid CNN-CRF Models for Stereo
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Clinical Evaluation of Mandibular Bone SegmentationProc. IEEE Engineering in Medicine and Biology Society (EMBC'16), Posters
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Augmented Reality - Principles and Practice
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Computer-Aided Planning of Cranial 3D Implants
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Adaptive Information Density for Augmented Reality DisplaysProc. IEEE Virtual Reality 201683-92
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Instant Mixed Reality Lighting from Casual ScanningProc. IEEE International Symposium on Mixed and Augmented Reality (ISMAR'16)
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Pathfinder: Visual Analysis of Paths in Graphs
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Automatic localization of locally similar structures based on the scale-widening random regression forest2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI)1422-1425
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GlassHands: Interaction Around Unmodified Mobile Devices Using SunglassesProc. ACM Interactive Surfaces and Spaces 2016215-224
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Scalable Mobile Image Recognition for Real-Time Video AnnotationAdjunct Proceedings of IEEE International Symposium on Mixed and Augmented Reality (ISMAR'16)
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Visualization-Guided Evaluation of Simulated Minimally Invasive Cancer TreatmentProceedings EUROGRAPHICS Workshop on Visual Computing in Biology and Medicine (VCBM)
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Representing and Scheduling Procedural Generation using Operator Graphs
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Homography Based Egomotion Estimation with a Common Direction
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A microstructurally based continuum model of cartilage viscoelasticity and permeability incorporating measured statistical fiber orientations
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A New Paradigm for Matching UAV- and Aerial ImagesISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences83-90
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The development of a simulation tool for clinical use in image-guided percutaneous minimally invasive cancer treatment (MICT)-the GoSmart projectONCOLOGY RESEARCH AND TREATMENT
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Partial Optimality by Pruning for MAP-Inference with General Graphical Models
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Higher Order Maximum Persistency and Comparison Theorems
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Complexity of Discrete Energy Minimization ProblemsECCV: European Conference on Computer Vision834-852
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Computer-aided Reconstruction of Facial Defects
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Automatic alignment of indoor and outdoor building models using 3d line segments.
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Development of a computer-aided design software for dental splint in orthognathic surgery
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The tum-dlr multimodal earth observation evaluation benchmark
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Interactive 3D Segmentation of Rock-Art by Enhanced Depth Maps and Gradient Preserving Regularization
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Visualization-Guided Evaluation of Simulated Minimally Invasive Cancer Treatment
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A Deep Primal-Dual Network for Guided Depth Super-ResolutionBritish Machine Vision Conference
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Visionary Collaborative Outdoor Reconstruction using SLAM and SfM
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ATGV-Net: Accurate Depth Super-ResolutionEuropean Conference on Computer Vision
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Collaborative Distributed Cognition Using A Seamless Desktop Infrastructure
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Automated Age Estimation from Hand MRI Volumes Using Deep LearningMedical Image Computing and Computer-Assisted Intervention – MICCAI 2016194-202
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From Local to Global Random Regression Forests: Exploring Anatomical Landmark LocalizationMedical Image Computing and Computer-Assisted Intervention – MICCAI 2016221-229
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Joint M-Best-Diverse Labelings as a Parametric Submodular MinimizationAdvances in Neural Information Processing Systems 29334-342
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Regressing Heatmaps for Multiple Landmark Localization Using CNNsMedical Image Computing and Computer-Assisted Intervention – MICCAI 2016230-238
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Segmentierung medizinischer Bilddaten und bildgestützte intraoperative Navigation
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Micro Aerial Projector - Stabilizing Projected Images Of An Airborne Robotics Projection Platform2016 IEEE/RJS International Conference on Intelligent Robots and Systems (IROS2016)
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Validation of TGV regularized accelerated MR reconstruction by age estimation.
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Automated Segmentation of the Walkable Area from Aerial Images for Evacuation Simulation Proceedings of the 2nd International Conference on Geographical Information Systems Theory, Applications and Management (GISTAM), 2016125-135
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Age dependent changes in lung arteries and veins in healthy women and men
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Guided sparse camera pose estimationProceedings of The 40th Annual Workshop of the Austrian Association for Pattern Recognition (OAGM), 2016139-146
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Acceleration of MR Measurements for Age Estimation
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Spatiotemporal Residual Networks for Video Action RecognitionAdvances In Neural Information Processing Systems (NIPS)3468-3476
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Skeletal age estimation using shape variations of the manubrium in MR images
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Fortschritte bei der automatisierten Altersschätzung Jugendlicher aus MRT Daten der linken Hand
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3D Visualisierungstechniken zur virtuellen Darstellung und Rekonstruktion von dislozierten knöchernen Verletzungen
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UAV-Vermessung im Bergbau - Stand der Forschung und AusblickSchriftenreihe des Instituts für Markscheidewesen und Geodäsie
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Rechtliche Rahmenbedingungen der forensischen Altersdiagnostik im österreichischen Asyl- und Fremdenrecht
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Accuracy related research on the use of UAVs in Mine SurveyingXVI International Mine Surveying Congress
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Reduced Venous Vessel Density in Pre-Capillary Pulmonary Hypertension
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Grid Loss: Detecting Occluded FacesEuropean Conference on Computer Vision (ECCV)
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Computer-aided stab wound channel reconstruction based on local visual depiction of entrapped air
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Efficient Model Averaging for Deep Neural NetworksAsian Conference on Computer Vision (ACCV)
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Evaluation of MRI sequences and liquids potentially suitable for post-mortem vascular perfusion
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BaCoN: Building a Classifier from only N SamplesProceedings of the 21st Computer Vision Winter Workshop
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Regularized 3D Modeling from Noisy Building ReconstructionsInternational Conference on 3D Vision
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Efficiently Creating 3D Training Data for Fine Hand Pose EstimationProceedings of the IEEE Conference on Computer Vision and Pattern Recognition
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Real-Time Intensity-Image Reconstruction for Event Cameras Using Manifold Regularisation
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U-shaped Networks for Shape from Light FieldBritish Machine Vision Conference, BMVC 2016
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AR (augmented reality)-Paradigmenwechsel im Therapiedesign
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Aerial image sequence geolocalization with road traffic as invariant feature
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Image-guided real-time-segmentation of the mandibular bone: Can a simple Segmentation approach provide a satisfying result for a practicable use?
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Automated integer programming based separation of arteries and veins from thoracic CT images
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UAV-based Autonomous Image Acquisition with Multi-View Stereo Quality Assurance by Confidence PredictionIEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops
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Using Self- Contradiction to Learn Confidence Measures in Stereo Vision IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
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A Multi-center Milestone Study of Clinical Vertebral CT Segmentation
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Solving Dense Image Matching in Real-Time using Discrete-Continuous Optimization
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The 3D-PITOTI Project with a Focus on Multi-Scale 3D Reconstruction using Semi-Autonomous UAVs1st OAGM-ARW Joint Workshop51-52
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Minimal solutions for pose estimation of a multi-camera systemSpringer Tracts in Advanced Robotics521-538
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Automatic intervertebral disc localization and segmentation in 3D MR images based on regression forests and active contoursLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)130-140
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Applicability of Greulich–Pyle and Tanner–Whitehouse grading methods to MRI when assessing hand bone age in forensic age estimation: A pilot study
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Direct Stereo Visual Odometry Based on Lines11th International Conference on Computer Vision Theory and Applications (VISAPP), 2016
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3D Szenenfluss -- bildbasierte Schätzung dichter BewegungsfelderHandbuch der Geodäsie: 5 Bände1-32
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An Event-Driven Stereo System for Real-Time 3-D 360° Panoramic Vision
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Inertial proximal alternating linearized minimization (iPALM) for nonconvex and nonsmooth problems
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Total variation on a tree
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Convolutional Two-Stream Network Fusion for Video Action RecognitionIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 20161933-1941
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Dynamic Scene Recognition with Complementary Spatiotemporal Features
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Convolutional Networks for Shape from Light FieldIEEE Conference on Computer Vision and Pattern Recognition (2016)
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On the ergodic convergence rates of a first-order primaldual algorithm
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Large-Scale Semantic 3D Reconstruction: an Adaptive Multi-Resolution Model for Multi-Class Volumetric LabelingComputer Vision and Pattern Recognition3176-3184
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Learning Joint Demosaicing and Denoising Based on Sequential Energy MinimizationIEEE International Conference on Computational Photography (ICCP)
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Learning a Variational Model for Compressed Sensing MRI ReconstructionProceedings of the International Society of Magnetic Resonance in Medicine (ISMRM)
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A semi-automatic computer-aided method for surgical template design
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Efficient 3D Scene Abstraction Using Line Segments
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Pose-specific non-linear mappings in feature space towards multiview facial expression recognition
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Special Issue on Visual Tracking
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Gland Segmentation in Colon Histology Images
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Optimizing the 3D-reconstruction technique for serial block-face scanning electron microscopy
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International Conference on Computer Vision
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international conference in Computer Vision and Pattern Recognition
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Computer Vision Winter Workshop
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Hybrid One-Shot 3D Hand Pose Estimation by Exploiting UncertaintiesProceedings of the British Machine Vision Conference (BMVC)182.1-182.14
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Continuous Hyper-parameter Learning for Support Vector MachinesComputer Vision Winter Workshop
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Colon gland segmentation with deep convolutional neural networks and total variation segmentation
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Learning Depth Calibration of Time-of-Flight CamerasBritish Machine Vision Conference
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Event-Driven Stereo Matching for Real-Time 3D Panoramic VisionConference on Computer Vision and Pattern Recognition
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Time for Neo-Photogrammetry
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3D Camera Tracking in Unknown Environments by On-line Keypoint LearningProceedings of the Computer Vision Winterworkshop7-14
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Vidente-3D Visualization of Underground Infrastructure using Handheld Augmented RealityGeohydroinformatics : Integrating GIS and Water Engineering
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Variational Segmentation of Elongated Volumetric StructuresIEEE Proceedings of Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2010)3177-3184
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A Convex Approach for Variational Super-ResolutionProceedings of DAGM 2010313-322
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Context-driven Clustering by Multi-Class Classification in an Adaptive Learning FrameworkProceedings for CVPR 201019-24
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Simultaneous Localization and Mapping for Augmented RealityProceedings of International Symposium on Ubiquitous Virtual Reality
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Interaktive Aufbereitung Klinisch-Forensischer 3D Daten
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Stereoscopic Motion Analysis of Giant HoneybeesProceedings of Visual Observation and Analysis of Animal and Insect Behavior (VAIB' 10)
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Exploiting Redundancy for Aerial Image Fusion using Convex OptimizationProceedings for DAGM 2010303-312
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Assessing the Quality of Web ContentProceedings of the ECML/PKDD Discovery Challenge 20100-0
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The alpha/beta-hydrolase fold 3DM database (ABHDB) as a tool for protein engineering
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The Narcissistic Robot: Robot Calibration using a MirrorProceedings for ICARCV 2010
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Framework to automatically characterize real property using high resolution aerial imagesProceedings of American Society for Photogrammetry & Remote Sensing (ASPRS)DVD-DVD
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Efficient Robust Active Appearance Model FittingComputer Vision, Imaging and Computer Graphics. Theory and Applications229-241
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The role of the GGGX motif in determining the activity and enantioselectivity of pig liver esterase towards tertiary alcohols
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Fast reduction of undersampling artifacts in radial MR angiography with 3D total variation on graphics hardware
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Joint Image GMM and Shading MAP EstimationInternational Conference on Pattern Recognition
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FlowGamesProceedings of 1st Int. Workshop on Computer Vision for Computer Games (CVCG) in conjunction with IEEE CVPR 201025-31
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Centralized information fusion for learning object detectors in multi-camera networksProceedings for OeAGM 201023-30
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Optical flow based deformable volume registration using a novel second-order regularization priorProc. SPIE 7623, Medical Imaging 2010: Image Processing
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Bridging Gaps with Pointer Warping in Multi-Display EnvironmentsProceedings of Nordic Conference on Human-Computer Interaction
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Disambiguating Visual Relations Using Loop ConstraintsProceedings for CVPR 20101426-1433
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Pose Estimation of known Objects by Efficient Silhouette MatchingProceedings of 20th International Conference on Pattern Recognition (ICPR) 20101080-1083
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Facade Segmentation from Streetside ImagesProceedings of Computer Vision Winter Workshop 201052-59
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Automatic configuration of spatially consistent mouse pointer navigation in multi-display environmentsProceedings of the 14th International Conference on Intelligent User Interfaces
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Video detection of dangerous good vehicles in road tunnelsProceedings for Tunnel Safety and Ventilation 2010
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Instant Segmentation and Feature Extraction for Recognition of Simple Objects on Mobile PhonesProceedings of the IEEE International Workshop on Mobile Vision (IWMV)
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Autonomous Multi-Sensor Vehicle Classification for Traffic MonitoringProceedings for Lakeside Conference 2010
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Using Partial Edge Contour Matches for Efficient Object Category Localization11th European Conference on Computer Vision29-42
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Comparative Analysis of Multidimensional, Quantitative Data
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Windows Detection using K-Means in CIE-LAB Color SpaceProceedings for ICPR 2010356-360
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Aerial Photo Building Classification by Stacking Appearance and Elevation Measurements
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Iterative SLE Solvers over a CPU-GPU Platform2010 12th IEEE International Conference on High Performance Computing and Communications (HPCC)305-313
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From Aerial Images to a Description of Real Properties: A FrameworkComputer vision, imaging and computer graphics283-291
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DT-MRI based computation of collagen fiber deformation in human articular cartilage
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Shape guided maximally stable extremal region (mser) trackingProceedings for ICPR 20101800-1803
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Augmented internet maps with property information from aerial imageryProceedings for 18th SIGSPATIAL406-409
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Linked Edges as Stable Region BoundariesProceedings of Conference on Computer Vision and Pattern Recognition (CVPR) 20101665-1672
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Robust Object Detection by Classifier Cubes and Local VerificationProceedings of the 34th Workshop of the Austrian Association for Pattern Recognition71-78
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Towards Fully Automatic Photogrammetric Reconstruction Using Digital Images Taken From UAVs
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Wavelet-based Multiresolution Isosurface RenderingProceedings of IEEE/EG International Symposium on Volume Graphics (2010)
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Catadioptric Multiview Pose Estimation for Robotic Pick and PlaceVISAPP 2010 Proceedings423-426
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The City of Sights: Design, Construction, and Measurement of an Augmented Reality Stage SetProceedings of International Symposium on Mixed and Augmented Reality
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Multi-Class Semi-Supervised and Online Boosting
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Vertical- or Oblique Imagery for Semantic Building InterpretationVorträge Dreiländertagung OVG, DGPF und SGPF247-256
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Audio-Visual Co-Training for Vehicle ClassificationProceedings Conference on Advanced Video and Signal-Based Surveillance586-592
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Shape prototype signatures for action recognitionInternational Conference on Pattern Recognition1796-1799
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Image-based Ghostings for Single Layer Occlusions in Augmented RealityProceedings of International Symposium on Mixed and Augmented Reality
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Real Time Detection and Tracking for Augmented Reality on Mobile Phones
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Interactive Multi-label Segmentation
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Interpreting Building Façades from Vertical Aerial Images Using the Third Dimension
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Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing. Proceedings
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Occlusion Detection for ICAO Compliant Facial PhotographsIEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2010)122-129
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Model Selection: Beyond the Bayesian/Frequentist Divide
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UltraCam: Digital Large Format Aerial Frame Camera SystemDigital Airborne Camera: Introduction and Technology313-332
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Rigid Body Reconstruction for Motion Analysis of Giant Honeybees Using Stereo Vision
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Visual Tracking for Augmented RealityProceedings of IPIN 2010 International Conference on Indoor Positioning and Indoor Navigation
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Autonomous Audio-Supported Learning of Visual Classifiers for Traffic Monitoring
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Robust Optical Flow Based Deformable Registration of Thoracic CT ImagesProceedings MICCAI Workshop Medical Image Analysis in the Clinic: A Grand Challenge195-204
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Highly accurate Multiresolution Isosurface Rendering using compactly supported Spline Wavelets
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PROST: Parallel Robust Online Simple TrackingProceedings of Conference on Computer Vision and Pattern Recognition (CVPR) 2010723-730
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Real-time Panoramic Mapping and Tracking on Mobile PhonesProceedings of IEEE Virtual Reality Conference 2010
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Interactive Multi-Label SegmentationAsian Conference on Computer Vision392-405
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Visual Links across ApplicationsProceedings of the Graphics Interface (GI) 2010
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TransientBoost: Online Boosting with Transient DataProceedings for CVPR 201022-27
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Caleydo: Design and Evaluation of a Visual Analysis Framework for Gene Expression Data in its Biological ContextProceedings of the IEEE Pacific Visualization Symposium
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Object Tracking by Structure Tensor AnalysisProceedings of 20th International Conference on Pattern Recognition (ICPR) 20102600-2603
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Point Clouds: Lidar versus 3D Vision
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Learning of Scene-Specific Object Detector by Classifier GridsProceedings for AVSS 2010408-413
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Online Creation of Panoramic Augmented Reality Annotations on Mobile PhonesProceedings of IEEE Pervasive Computing 2010
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Color Harmonization for Augmented RealityMixed and Augmented Reality, ISMAR 2010227-228
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Inverse mulitple instance learning for classifier gridsInternational Conference on Pattern Recognition770-773
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Intensity-Based Congealing for Unsupervised Joint Image Alignment20th International IEEE Conference on Pattern Recognition (ICPR)1473-1476
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Compact Explosion DiagramsProceedings of 8th International Symposium on Non-Photorealistic Animation and Rendering 2010 (NPAR '10)
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Super-Pixel Class Segmentation in Large-Scale Aerial ImageryProceedings of the Annual Workshop of the Austrian Asociation for Pattern Recognition131-138
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Histogram of Oriented Cameras - a New Descriptor for Visal SLAM in Dynamic EnvironmentsProceedings of British Machine Vision Conference76.1-76.12
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Second Order Total Generalized Variation (TGV) for MRI
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Does software engineering pay off for research? Lessons learned from the Caleydo project.Proceedings for VCBM 2010
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Characterizing Building Façades from Vertical Aerial Images
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Effective Dynamic Scheduling on Heterogeneous Multi/Manycore Desktop PlatformsInternational Symposium on Computer Architecture and High Performance Computing37-42
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Describing Buildings by 3-Dimensional Details Found in Aerial Photography
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Adjacency information reconstruction for isosurfaces extracted with marching-cubes.
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From Aerial Images to a Description of Real Properties: A FrameworkManuscript for VISGRAPP 2010
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Novel Multi View Structure Estimation Based on Barycentric CoordinatesProceedings of 20th International Conference on Pattern Recognition (ICPR) 2010193-196
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Segmentation of 3D Tubular Tree Structures in Medical Images
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3D Image Reconstruction using Active Wavefront Sampling
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Window detection in complex facades2010 2nd European Workshop on Visual Information Processing163-168
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Caleydo and Visual Links
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Focus and Context in Mixed Reality by Modulating First Order Salient FeaturesProceedings of the 9th International Symposium on Smart Graphics 2010
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Modeling the Human Habitat in 3D for the Internet
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Sketching up the world: In-situ authoring for mobile Augmented RealityProceedings for Smartphone 2010
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Using Outliers in Structure and Motion Analysis to Reconstruct Foreground MotionProceedings of the Computer Vision Winter Workshop 201099-106
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Caleydo: Visual Analysis of Biomolecular Data
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Multi-View Image Interpretation for Street-Side-ScenesProceedings of the 11th IASTED International Conference on Computer Graphics and Imaging48-54
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Image-based Building Classification and 3D Modelling with Super-PixelsProceedings of Photogrammetric Computer Vision and Image Analysis
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Stereoscopic Volume Rendering. Graz:CSI
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Motion Estimation with Non-Local Total Variation RegularizationProceedings of Conference on Computer Vision and Pattern Recognition (CVPR) 20102464-2471
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Multi-Frame Rate Volume RenderingProceedings of EG Symposium on Parallel Graphics and Visualization (EGPGV'10)
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Hydrosys: on-site monitoring and management of environmental processes using handheld devicesGeoHydroinformatics : Integrating GIS and Water Engineering
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Modelling fingerprint ridge orientation using Legendre polynomials
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Caleydo: Visual Analysis of Biomolecular Data
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Effects of Needle Placement Inaccuracies in Hepatic Radiofrequency Tumor AblationIEEE Engineering in Medicine and Biology Annual Conference716-721
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Large-Scale Aerial Image Interpretation using a redundant Semantic ClassificationProceedings of PCV 2010233-239
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„Einbrecherjagd“ mittels „ASFINAG-Kameras“ – politisches Wunschdenken versus (grund)rechtliche RealitätDatenschutzrecht und E-Government. Jahrbuch 201093-177
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Gaze-Directed Ubiquitous Interaction Using a Brain-Computer Interface
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Miforests: Multiple-instance learning with randomized treesProceedings of ECCV 201029-42
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A software SSVEP BCI integrating stimuli within motivating and immersive virtual and augmented reality environments
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Large-Scale Semantic Classification and Ortho-Image FusionProceedings of BMVA Meeting Aerial Image Recognition and Classification 2010110-114
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Experience with Mouse Control with Multi-Display EnvironmentsProceedings of PPD'10
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Neo-Geodäsie und ein immersives Exabyte Weltmodell im Internet
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An application framework for controlling an avatar in a desktop based virtual environment via a software SSVEP brain-computer interface
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On-line semi-supervised multiple-instance boostingProceedings for CVPR 20101879-1879
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Aerial Computer Vision for a 3D Virtual Habitat
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Caleydo: Visual Analysis of Biomolecular Data
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An Omnidirectional Time-of-Flight Camera and its Application to Indoor SLAMProceedings for ICARCV 2010
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Techniques for view transition in multi-camera outdoor environmentsProceedings of Graphics Interface 2010193-200
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SSVEP-based navigation using stimuli that are tightly integrated within a virtual feedback scenario
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Vessel Segmentation for Ablation Treatment Planning and SimulationMedical Image Computing and Computer-Assisted Intervention – MICCAI 201045-52
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Fast Regridding Using LSQR on Graphics Hardware2010 Proc. Intl. Soc. Mag. Reson. Med.4959-4959
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Evaluation of Tangible User Interfaces for Desktop AR2010 International Symposium on Ubiquitous Virtual Reality (ISUVR)36-39
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Detecting paper fibre cross sections in microtomy imagesProceedings for ICPR 2010316-319
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Efficient Object Detection Using Orthogonal NMF Descriptor HierarchiesProceedings for DAGM 2010212-221
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Contact
| Thomas Pock | ||
| Inffeldgasse 16/II 8010 Graz, Austria | ||
| mail: pock@icg.tugraz.at phone: +43 316 873-5056 |