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
RESLAM: A real-time robust edge-based SLAM systemRESLAM: A real-time robust edge-based SLAM system
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Pattern Recognition and Mixed Reality for Computer-Aided Maxillofacial Surgery and Oncological AssessmentPattern Recognition and Mixed Reality for Computer-Aided Maxillofacial Surgery and Oncological Assessment
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PET-Train: Automatic Ground Truth Generation from PET Acquisitions for Urinary Bladder Segmentation in CT Images using Deep Learning
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Buildings Detection in VHR SAR Images Using Fully Convolution Neural Networks
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Overview Obstacle Maps for Obstacle Aware Navigation of Autonomous Drones
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Assistance for Measuring Human-Made Structures with Robotic Total Stations
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GigaPan Image-Based 3D Reconstruction for Engineering Geological InvestigationsGigaPan Image-Based 3D Reconstruction for Engineering Geological Investigations207-215
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MURAUER
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Personalized Dietary Self-Management Using Mobile Vision-Based AssistancePersonalized Dietary Self-Management Using Mobile Vision-Based Assistance
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Incremental Structural Modeling Based on Geometric and Statistical AnalysesIncremental Structural Modeling Based on Geometric and Statistical Analyses
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Combining Intelligent Recommendation and Mixed Reality in Itineraries for Urban Exploration
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A High-Performance Software Graphics Pipeline Architecture for the GPU
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Revisiting The Vertex Cache: Understanding and Optimizing Vertex Processing on the modern GPU
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On-the-fly Vertex Reuse for Massively-Parallel Software Geometry Processing
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The Broker Queue: A Fast, Linearizable FIFO Queue for Fine-Granular Work Distribution on the GPUThe Broker Queue: A Fast, Linearizable FIFO Queue for Fine-Granular Work Distribution on the GPU
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Robust Deformation Estimation in Wood-Composite Materials using Variational Optical Flow
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Fully Convolutional Mandible Segmentation on a valid Ground-Truth DatasetFully Convolutional Mandible Segmentation on a valid Ground-Truth Dataset
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Clinical evaluation of semi-automatic open-source algorithmic software segmentation of the mandibular bone
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3D PixMix: Image-Inpainting in 3D Environments3D PixMix: Image-Inpainting in 3D Environments
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Data Analytics for Industrial Process Improvement - A Vision PaperData Analytics for Industrial Process Improvement - A Vision Paper92-96
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Learning Energy Based Inpainting for Optical Flow
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Self-Supervised Learning for Stereo Reconstruction on Aerial Images
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Semantic Segmentation of Geometric Primitives in Dense 3D Point CloudsSemantic Segmentation of Geometric Primitives in Dense 3D Point Clouds
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Semi-Automatic Registration of a Robotic Total Station and a CAD Model Without Control PointsSemi-Automatic Registration of a Robotic Total Station and a CAD Model Without Control Points
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Measurement Uncertainty Analysis of a Robotic Total Station SimulationMeasurement Uncertainty Analysis of a Robotic Total Station Simulation
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Human Upper-Body Inverse Kinematics for Increased Embodiment in Consumer-Grade Virtual RealityHuman Upper-Body Inverse Kinematics for Increased Embodiment in Consumer-Grade Virtual Reality
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Towards Virtual Environments that are More Closely Related to the Real WorldTowards Virtual Environments that are More Closely Related to the Real World
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Learning Latent Representations of 3D Human Pose with Deep Neural Networks
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Domain Transfer for 3D Pose Estimation from Color Images without Manual Annotations
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Making Deep Heatmaps Robust to Partial Occlusions for 3D Object Pose Estimation
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Geometry-Aware Network for Non-Rigid Shape Prediction from a Single View
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Learning to Find Good Correspondences
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A First-Order Primal-Dual Algorithm with Linesearch
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A Review of Depth and Normal Fusion Algorithms
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Variational Networks for Joint Image Reconstruction and Classification of Tumor Immune Cell Interactions in Melanoma Tissue SectionsVariational Networks for Joint Image Reconstruction and Classification of Tumor Immune Cell Interactions in Melanoma Tissue Sections
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Variational Fusion of Light Field and Photometric Stereo for Precise 3D Sensing within a Multi-Line Scan FrameworkVariational Fusion of Light Field and Photometric Stereo for Precise 3D Sensing within a Multi-Line Scan Framework
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On Dynamic Scheduling for the GPU and its Applications in Computer Graphics and Beyond
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faimGraph: High Performance Management of Fully-Dynamic Graphs under tight Memory Constraints on the GPUfaimGraph: High Performance Management of Fully-Dynamic Graphs under tight Memory Constraints on the GPU
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TutAR: Augmented Reality Tutorials for Hands-only ProceduresTutAR: Augmented Reality Tutorials for Hands-only Procedures
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UAV-Anwendungen im Bergbau - Modellversuche als Beitrag zur photogrammetrischen Forschung und EntwicklungUAV-Anwendungen im Bergbau - Modellversuche als Beitrag zur photogrammetrischen Forschung und Entwicklung30-43
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Evaluation of CNN-based Single-Image Depth Estimation MethodsEvaluation of CNN-based Single-Image Depth Estimation Methods
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Optimization of OpenStreetMap Building Footprints Based on Semantic Information of Oblique UAV Images
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UAVs zur Qualitätssteuerung im Tagbau
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Minimal solutions for the rotational alignment of IMU-camera systems using homography constraints
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GigaPan Image-Based 3D Reconstruction for Engineering Geological Investigation
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Towards an Autonomous Vision-based Inventory Drone
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Reducing acquisition time for MRI-based forensic age estimation
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Semantic 3D Models from Real World Scene Recordings for Traffic Accident SimulationSemantic 3D Models from Real World Scene Recordings for Traffic Accident Simulation
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Lower jawbone data generation for deep learning tools under MeVisLab
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Multi-threaded integration of HTC-Vive and MeVisLab
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TuMore: generation of synthetic brain tumor MRI data for deep learning based segmentation approaches
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Exploit 18F-FDG enhanced urinary bladder in PET data for deep learning ground truth generation in CT scansExploit 18F-FDG enhanced urinary bladder in PET data for deep learning ground truth generation in CT scans
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Removing Fences from Sweep Motion Videos Using Global 3D Reconstruction and Fence-aware Light Field Rendering
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Perceived Weight of a Rod under Augmented and Diminished Reality Visual Effects
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Visual Odometry Using a Homography Formulation with Decoupled Rotation and Translation Estimation Using Minimal SolutionsVisual Odometry Using a Homography Formulation with Decoupled Rotation and Translation Estimation Using Minimal Solutions2320-2327
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Real-Time Intensity-Image Reconstruction for Event Cameras Using Manifold Regularisation
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Altersschätzung im Strafverfahren?!
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Being lazy at labelling for pose estimationBeing lazy at labelling for pose estimation130
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Integrating geometric configuration and appearance information into a unified framework for anatomical landmark localization
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Assessment of the generalization of learned image reconstruction and the potential for transfer learning
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What have we learned from deep representations for action recognition?What have we learned from deep representations for action recognition?
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Variational Adversarial Networks for Accelerated MR Image Reconstruction
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Efficient Physics-Based Implementation for Realistic Hand-Object Interaction in Virtual RealityEfficient Physics-Based Implementation for Realistic Hand-Object Interaction in Virtual Reality
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Analysis of the influence of deviations between training and test data in learned image reconstruction
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Feature Mapping for Learning Fast and Accurate 3D Pose Inference from Synthetic ImagesFeature Mapping for Learning Fast and Accurate 3D Pose Inference from Synthetic Images
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Comparing Learned Variational Networks and Compressed Sensing for T1ρ Mapping of Knee Cartilage
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3D Pose Estimation and 3D Model Retrieval for Objects in the Wild3D Pose Estimation and 3D Model Retrieval for Objects in the Wild
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Robot localisation and 3D position estimation using a free-moving camera and cascaded convolutional neural networksRobot localisation and 3D position estimation using a free-moving camera and cascaded convolutional neural networks181-187
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Spatiotemporal Saliency Estimation by Spectral Foreground Detection
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Chemotherapeutic agents eligible for prior dosing in pancreatic cancer patients requiring hemodialysis
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Integrated computer-aided forensic case analysis, presentation, and documentation based on multimodal 3D data
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RFA Guardian
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Healthy lung vessel morphology derived from thoracic computed tomography
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Efficient 3D Pose Estimation and 3D Model RetrievalEfficient 3D Pose Estimation and 3D Model Retrieval
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Variational 3D-PIV with sparse descriptors
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Variational Deep Learning for Low-Dose Computed TomographyVariational Deep Learning for Low-Dose Computed Tomography6687-6691
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Exploring the usage of time-of-flight cameras for contact and remote photoplethysmographyExploring the usage of time-of-flight cameras for contact and remote photoplethysmography433-441
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Proximal extrapolated gradient methods for variational inequalities
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Deep 2.5D Vehicle Classification with Sparse SfM Depth Prior for Automated Toll SystemsDeep 2.5D Vehicle Classification with Sparse SfM Depth Prior for Automated Toll Systems3212-3217
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Multi-label Whole Heart Segmentation Using CNNs and Anatomical Label ConfigurationsMulti-label Whole Heart Segmentation Using CNNs and Anatomical Label Configurations190-198
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Non-stationary speckle reduction in high resolution SAR images
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Pulmonary Lobe Segmentation in CT Images using Alpha-ExpansionPulmonary Lobe Segmentation in CT Images using Alpha-Expansion387-394
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Semantically Aware Urban 3D Reconstruction with Plane-Based RegularizationSemantically Aware Urban 3D Reconstruction with Plane-Based Regularization487-503
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Generative Adversarial Networks to Synthetically Augment Data for Deep Learning based Image SegmentationGenerative Adversarial Networks to Synthetically Augment Data for Deep Learning based Image Segmentation22-29
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Proceedings of the OAGM Workshop 2018
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Volumetric Reconstruction from a Limited Number of Digitally Reconstructed Radiographs Using CNNsVolumetric Reconstruction from a Limited Number of Digitally Reconstructed Radiographs Using CNNs13-19
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Multi-label Whole Heart Segmentation using Anatomical Label Configurations and CNNsMulti-label Whole Heart Segmentation using Anatomical Label Configurations and CNNs6
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Optimizing Wavelet Bases for Sparser RepresentationsOptimizing Wavelet Bases for Sparser Representations249-262
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Sparse-view CT Reconstruction using Wasserstein GANsSparse-view CT Reconstruction using Wasserstein GANs75-82
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Globally Consistent Dense Real-Time 3D Reconstruction from RGBD DataGlobally Consistent Dense Real-Time 3D Reconstruction from RGBD Data121-127
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Instance segmentation and tracking with cosine embeddings and recurrent hourglass networksInstance segmentation and tracking with cosine embeddings and recurrent hourglass networks3-11
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Mapping Forests: A Comprehensive Approach for Nonlinear Mapping Problems
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Prioritized multi-view stereo depth map generation using confidence prediction
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Learning Pose Specific Representations by Predicting Different ViewsLearning Pose Specific Representations by Predicting Different Views
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Deep 2.5 D Vehicle Classification with Sparse SfM Depth Prior for Automated Toll Systems
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Interaktive Planung von Gesichtsimplantaten
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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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Evaluation of an Interactive Segmentation Algorithm using Ultrasound Images of Pancreatic Cancer Liver Metastases
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Radiometry propagation to large 3D point clouds from sparsely sampled ground truthRadiometry propagation to large 3D point clouds from sparsely sampled ground truth222-235
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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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Interactive algorithm for the measurement of pancreatic cancer liver metastases in ultrasound
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Augmented Reality (AR)-guided intraoperative Navigation
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A VR-based surgical simulation system using patient- specific physical computing model
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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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Variational Networks: Connecting Variational Methods and Deep LearningVariational Networks: Connecting Variational Methods and Deep Learning281-293
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Feasibility of alternating induction and maintenance chemotherapy in pancreatic cancer
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3D Szenenfluss-bildbasierte Schaetzung dichter Bewegungsfelder3D Szenenfluss-bildbasierte Schaetzung dichter Bewegungsfelder261-292
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Efficient 3D Tracking in Urban Environments with Semantic SegmentationEfficient 3D Tracking in Urban Environments with Semantic Segmentation
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Accurate Camera Registration in Urban Environments Using High-Level Feature MatchingAccurate Camera Registration in Urban Environments Using High-Level Feature Matching
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Learning to Align Semantic Segmentation and 2.5D Maps for GeolocalizationLearning to Align Semantic Segmentation and 2.5D Maps for Geolocalization
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Semantic Segmentation for 3D Localization in Urban EnvironmentsSemantic Segmentation for 3D Localization in Urban Environments
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Algorithmic evaluation of lower jawbone segmentationsAlgorithmic evaluation of lower jawbone segmentations
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Learning Lightprobes for Mixed Reality Illumination
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Integration of the HTC Vive into the Medical Platform MeVisLabIntegration of the HTC Vive into the Medical Platform MeVisLab
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3D Localization in Urban Environments from Single Images3D Localization in Urban Environments from Single Images
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Dynamic Label Placement for Forensic Case VisualizationDynamic Label Placement for Forensic Case Visualization139-143
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Interaktive Planung von GesichtsimplantatenInteraktive Planung von Gesichtsimplantaten
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Adaptive User-Perspective Rendering for Handheld Augmented RealityAdaptive User-Perspective Rendering for Handheld Augmented Reality
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Retargeting Video Tutorials Showing Tools With Surface Contact to Augmented RealityRetargeting Video Tutorials Showing Tools With Surface Contact to Augmented Reality
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Loss-Specific Training of Random Forests for Super-ResolutionLoss-Specific Training of Random Forests for Super-Resolution
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Der Einsatz unbemannter Flugsysteme zur Charakterisierung von gesprengtem HaufwerkDer Einsatz unbemannter Flugsysteme zur Charakterisierung von gesprengtem Haufwerk
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ShapeGenetics: Using Genetic Algorithms for Procedural ModelingShapeGenetics: Using Genetic Algorithms for Procedural Modeling
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Dynamic Scheduling for Efficient Hierarchical Sparse Matrix Operations on the GPUDynamic Scheduling for Efficient Hierarchical Sparse Matrix Operations on the GPU7:1-7:10
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Detection and volume estimation of artificial hematomas in the subcutaneous fatty tissue
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Globally Homogeneous, Locally Adaptive Sparse Matrix-vector Multiplication on the GPUGlobally Homogeneous, Locally Adaptive Sparse Matrix-vector Multiplication on the GPU13:1-13:11
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Autonomous, Independent Management of Dynamic Graphs on GPUsAutonomous, Independent Management of Dynamic Graphs on GPUs1-8
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End-to-End Training of Hybrid CNN-CRF Models for Semantic Segmentation using Structured Learning
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Sparse matrix assembly on the GPU through multiplication patternsSparse matrix assembly on the GPU through multiplication patterns1-8
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Proceedings of the OAGM & ARW Joint Workshop 2017
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A Deep Learning Architecture for Limited-Angle Computed Tomography ReconstructionA Deep Learning Architecture for Limited-Angle Computed Tomography Reconstruction
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Proceedings of the OAGM & ARW Joint Workshop 2016
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Variational Photoacoustic Image Reconstruction with Spatially Resolved Projection DataVariational Photoacoustic Image Reconstruction with Spatially Resolved Projection Data
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Machine Learning and Knowledge Extraction in Digital Pathology needs an integrative approachMachine Learning and Knowledge Extraction in Digital Pathology needs an integrative approach
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3D visual perception for self-driving cars using a multi-camera system
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Automatic UAV image geo-registration by matching UAV images to georeferenced image data
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On the Influence of Sampling Pattern Design on Deep Learning-Based MRI ReconstructionOn the Influence of Sampling Pattern Design on Deep Learning-Based MRI Reconstruction
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Roof type selection based on patch-based classification using deep learning for high resolution satellite imagery
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L2 or not L2: Impact of Loss Function Design for Deep Learning MRI ReconstructionL2 or not L2: Impact of Loss Function Design for Deep Learning MRI Reconstruction
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Package Delivery Experiments with a Camera Drone
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3D Vision Guided Robotic Charging Station for Electric and Plug-in Hybrid Vehicles
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A GPU-adapted Structure for Unstructured Grids
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Feedback Loop and Accurate Training Data for 3D Hand Pose EstimationFeedback Loop and Accurate Training Data for 3D Hand Pose Estimation
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OctNetFusion: Learning Depth Fusion from DataOctNetFusion: Learning Depth Fusion from Data
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Temporal Residual Networks for Dynamic Scene RecognitionTemporal Residual Networks for Dynamic Scene Recognition
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Face Inpainting based on High-Level Facial Attributes
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Spatiotemporal Multiplier Networks for Video Action RecognitionSpatiotemporal Multiplier Networks for Video Action Recognition
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Accelerated Knee Imaging Using a Deep Learning Based ReconstructionAccelerated Knee Imaging Using a Deep Learning Based Reconstruction
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Forensic age estimation by morphometric analysis of the manubrium from 3D MR images
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Generative Adversarial Network based Synthesis for Supervised Medical Image SegmentationGenerative Adversarial Network based Synthesis for Supervised Medical Image Segmentation140-145
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Trainable Nonlinear Reaction Diffusion
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Automated Multi-Factorial Age Estimation from Skeletal and Dental MRI Volumes based on Deep Learning
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Real-time panoramic tracking for event camerasReal-time panoramic tracking for event cameras
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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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Acceleration of the PDHGM on Partially Strongly Convex Functions
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Accuracy of age estimation based on undersampled MR images of the hand
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Neural EPI-Volume Networks for Shape from Light FieldNeural EPI-Volume Networks for Shape from Light Field
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Age estimation using MR imaging of the third molar teeth and the medial clavicular epiphysis
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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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A Primal Dual Network for Low-Level Vision ProblemsA Primal Dual Network for Low-Level Vision Problems
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Plane-based Surface Regularization for Urban 3D ReconstructionPlane-based Surface Regularization for Urban 3D Reconstruction
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Vom digitalen Bild zum Maschinellen Sehen
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Eye Movements during silent and oral reading in a regular orthography
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Combining Edge Images and Depth Maps for Robust Visual OdometryCombining Edge Images and Depth Maps for Robust Visual Odometry
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Automatic urinary bladder segmentation in CT images using deep learning
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A prospective development study of software-guided radio-frequency ablation of primary and secondary liver tumors
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Semantic 3D Reconstruction with Finite Element BasesSemantic 3D Reconstruction with Finite Element Bases
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Detecting Flying Objects Using a Single Moving Camera
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Volumetric Flow Estimation for Incompressible Fluids using the Stationary Stokes EquationsVolumetric Flow Estimation for Incompressible Fluids using the Stationary Stokes Equations
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Variational JPEG artifacts suppression based on high-order MRFs
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Robust Edge-based Visual Odometry using Machine-Learned EdgesRobust Edge-based Visual Odometry using Machine-Learned Edges1297-1304
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Efiective static bin patterns for sort-middle renderingEfiective static bin patterns for sort-middle rendering
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Trainable Regularization for Multi-frame SuperresolutionTrainable Regularization for Multi-frame Superresolution90-100
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Speckle Reduction with Trained Nonlinear Diffusion Filtering
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DeepPrior++: Improving Fast and Accurate 3D Hand Pose EstimationDeepPrior++: Improving Fast and Accurate 3D Hand Pose Estimation
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Innovative approaches for crop hail damage assessment based on Radar and drone technologies
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Multi-factorial age estimation from skeletal and dental MRI volumesMulti-factorial age estimation from skeletal and dental MRI volumes61-69
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Pedestrian Detection in RGB-D Images from an Elevated ViewpointPedestrian Detection in RGB-D Images from an Elevated Viewpoint
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Segmentation and classification of colon glands with deep convolutional neural networks and total variation regularization
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Automated Inspection of Power Line Corridors to Measure Vegetation Undercut using UAV-based ImagesAutomated Inspection of Power Line Corridors to Measure Vegetation Undercut using UAV-based Images
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BB8: A Scalable, Accurate, Robust to Partial Occlusion Method for Predicting the 3D Poses of Challenging Objects without Using DepthBB8: A Scalable, Accurate, Robust to Partial Occlusion Method for Predicting the 3D Poses of Challenging Objects without Using Depth
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BIER - Boosting Independent Embeddings RobustlyBIER - Boosting Independent Embeddings Robustly
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ALCN: Adaptive Local Contrast Normalization for Robust Object Detection and 3D Pose EstimationALCN: Adaptive Local Contrast Normalization for Robust Object Detection and 3D Pose Estimation
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Robust 3D Object Tracking from Monocular Images using Stable Parts
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Forensische Altersdiagnostik mit Fokus auf den LebendenForensische Altersdiagnostik mit Fokus auf den Lebenden189-221
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Automated segmentation and morphometry of muscle fibers from haematoxylin-eosin-stained histological sections
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Fully-automatic lung fissure detection from thoracic computed tomography images
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Age-related changes in lung vessel morphology in healthy men and women
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CSISmartScan3D - Cost-efficient Integrated 3D Crime Scene Documentation
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„Autonomes Fahren“ aus datenschutzrechtlicher Sicht, in Eisenberger/Lachmayer/Eisenberger (Hrsg), Autonomes Fahren und Recht (2017), 169„Autonomes Fahren“ aus datenschutzrechtlicher Sicht, in Eisenberger/Lachmayer/Eisenberger (Hrsg), Autonomes Fahren und Recht (2017), 169169-207
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The constitutional conformity of age estimation in the Austrian Foreign and Immigration Law
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Simultaneous Multi-Person Detection and Single-Person Pose Estimation With a Single Heatmap Regression Network
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GPU-based RFA simulation for minimally invasive cancer treatment of liver tumours
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The 3D-Pitoti Dataset: A Dataset for high-resolution 3D Surface Segmentation
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Scalable Surface Reconstruction from Point Clouds with Extreme Scale and Density DiversityScalable Surface Reconstruction from Point Clouds with Extreme Scale and Density Diversity
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A Detailed Description of Direct Stereo Visual Odometry Based on Lines
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Scalable Full Flow with Learned Binary Descriptors
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Interactive reconstructions of cranial 3D implants under MeVisLab as an alternative to commercial planning software
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HTC Vive MeVisLab integration via OpenVR for medical applications
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Measuring Human-made Corner Structures With a Robotic Total Station using Support Points, Lines and PlanesMeasuring Human-made Corner Structures With a Robotic Total Station using Support Points, Lines and Planes
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Interactive Outlining of Pancreatic Cancer Liver Metastases in Ultrasound Images
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Computer-aided implant design for the restoration of cranial defects
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Computer-aided position planning of miniplates to treat facial bone defects
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Algorithm guided outlining of 105 pancreatic cancer liver metastases in Ultrasound
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Vertebral body segmentation with GrowCut
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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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Interactive Planning of Miniplates
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Gland Segmentation in Colon Histology Images
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Integration of the HTC Vive into the Medical Platform MeVisLab
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Automatic intervertebral disc localization and segmentation in 3D MR images based on regression forests and active contoursAutomatic intervertebral disc localization and segmentation in 3D MR images based on regression forests and active contours130-140
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Minimal solutions for pose estimation of a multi-camera systemMinimal solutions for pose estimation of a multi-camera system521-538
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Clinical Evaluation of Mandibular Bone SegmentationClinical Evaluation of Mandibular Bone Segmentation
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The 3D-PITOTI Project with a Focus on Multi-Scale 3D Reconstruction using Semi-Autonomous UAVsThe 3D-PITOTI Project with a Focus on Multi-Scale 3D Reconstruction using Semi-Autonomous UAVs51-52
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From Individual Hand Bone Age Estimates to Fully Automated Age Estimation via Learning-Based Information FusionFrom Individual Hand Bone Age Estimates to Fully Automated Age Estimation via Learning-Based Information Fusion150-154
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Using Self- Contradiction to Learn Confidence Measures in Stereo VisionUsing Self- Contradiction to Learn Confidence Measures in Stereo Vision
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UAV-based Autonomous Image Acquisition with Multi-View Stereo Quality Assurance by Confidence PredictionUAV-based Autonomous Image Acquisition with Multi-View Stereo Quality Assurance by Confidence Prediction
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Temporal Coherence Strategies For Augmented Reality Labeling
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Automated integer programming based separation of arteries and veins from thoracic CT images
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Optimizing the 3D-reconstruction technique for serial block-face scanning electron microscopy
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Improvement in advanced pancreatic cancer survival with novel chemotherapeutic strategies - experience of a community based hospital
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Aerial image sequence geolocalization with road traffic as invariant feature
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Iterative-cuts
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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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US-Cut: interactive algorithm for rapid detection and segmentation of liver tumors in ultrasound acquisitionsUS-Cut: interactive algorithm for rapid detection and segmentation of liver tumors in ultrasound acquisitions97901C-97901C-6
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Computer-Aided Planning and Reconstruction of Cranial 3D ImplantsComputer-Aided Planning and Reconstruction of Cranial 3D Implants
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A semi-automatic computer-aided method for surgical template design
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Special Issue on Visual Tracking
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Pose-specific non-linear mappings in feature space towards multiview facial expression recognition
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End-to-End Training of Hybrid CNN-CRF Models for Stereo
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U-shaped Networks for Shape from Light FieldU-shaped Networks for Shape from Light Field
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Efficiently Creating 3D Training Data for Fine Hand Pose EstimationEfficiently Creating 3D Training Data for Fine Hand Pose Estimation
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Regularized 3D Modeling from Noisy Building ReconstructionsRegularized 3D Modeling from Noisy Building Reconstructions
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Efficient Model Averaging for Deep Neural NetworksEfficient Model Averaging for Deep Neural Networks
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Gland Segmentation in Colon Histology Images
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Efficient 3D Scene Abstraction Using Line Segments
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On the ergodic convergence rates of a first-order primaldual algorithm
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UAV-Vermessung im Bergbau - Stand der Forschung und AusblickUAV-Vermessung im Bergbau - Stand der Forschung und Ausblick
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Accuracy related research on the use of UAVs in Mine SurveyingAccuracy related research on the use of UAVs in Mine Surveying
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Spatiotemporal Residual Networks for Video Action RecognitionSpatiotemporal Residual Networks for Video Action Recognition3468-3476
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Micro Aerial Projector - Stabilizing Projected Images Of An Airborne Robotics Projection PlatformMicro Aerial Projector - Stabilizing Projected Images Of An Airborne Robotics Projection Platform
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Interactive 2D/3D Image Denoising and Segmentation Tool for Medical ApplicationsInteractive 2D/3D Image Denoising and Segmentation Tool for Medical Applications
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Automatic Fly-through Camera Animations for 3D Architectural RepositoriesAutomatic Fly-through Camera Animations for 3D Architectural Repositories335-341
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Learning to Recognize Faces from Videos and Weakly Related Information CuesLearning to Recognize Faces from Videos and Weakly Related Information Cues
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Image-based Building Classification and 3D Modelling with Super-PixelsImage-based Building Classification and 3D Modelling with Super-Pixels
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Global Relabeling for Continuous Optimization in Binary Image SegmentationGlobal Relabeling for Continuous Optimization in Binary Image Segmentation
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Transitional Augmented Reality Navigation for Live Captured ScenesTransitional Augmented Reality Navigation for Live Captured Scenes
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Syncretic Post-Biological Digital Identity : Hybridizing Mixed Reality Data Transfer SystemsSyncretic Post-Biological Digital Identity : Hybridizing Mixed Reality Data Transfer Systems
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Discriminative Feature-to-Point Matching in Image-Based LocalizationDiscriminative Feature-to-Point Matching in Image-Based Localization
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Focus and Context in Mixed Reality by Modulating First Order Salient FeaturesFocus and Context in Mixed Reality by Modulating First Order Salient Features
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Video detection of dangerous good vehicles in road tunnelsVideo detection of dangerous good vehicles in road tunnels
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Pairwise Linear Regression: An Efficient and Fast Multi-view Facial Expression RecognitionPairwise Linear Regression: An Efficient and Fast Multi-view Facial Expression Recognition
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Automatic configuration of spatially consistent mouse pointer navigation in multi-display environmentsAutomatic configuration of spatially consistent mouse pointer navigation in multi-display environments
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Contact
| Thomas Pock | ||
| Inffeldgasse 16/II 8010 Graz, Austria | ||
| mail: pock@icg.tugraz.at phone: +43 316 873-5056 |