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
FuseSeg: LiDAR Point Cloud Segmentation Fusing Multi-Modal DataFuseSeg: LiDAR Point Cloud Segmentation Fusing Multi-Modal Data
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Towards Data-driven Multi-target Tracking for Autonomous DrivingTowards Data-driven Multi-target Tracking for Autonomous Driving
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Time Discrete Geodesics in Deep Feature Spaces for Image MorphingTime Discrete Geodesics in Deep Feature Spaces for Image Morphing171-182
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Convergence of the Time Discrete Metamorphosis Model on Hadamard Manifolds
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An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration
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Markerless Image-to-Face Registration for Untethered Augmented Reality in Head and Neck SurgeryMarkerless Image-to-Face Registration for Untethered Augmented Reality in Head and Neck Surgery236-244
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Rotational Alignment of IMU-camera Systems with 1-Point RANSACRotational Alignment of IMU-camera Systems with 1-Point RANSAC172-183
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Damage Estimation of Explosions in Urban Environments by Simulation
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Camera Pose Estimation Based on PnL With a Known Vertical Direction
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A Marker-Less Registration Approach for Mixed Reality–Aided Maxillofacial Surgery: a Pilot Evaluation
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3D Pose Estimation from Color Images without Manual Annotations3D Pose Estimation from Color Images without Manual Annotations
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Segmenting and tracking cell instances with cosine embeddings and recurrent hourglass networks
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MURAUER: Mapping Unlabeled Real Data for Label AUstERityMURAUER: Mapping Unlabeled Real Data for Label AUstERity
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Facial model collection for medical augmented reality in oncologic cranio-maxillofacial surgery
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Guest Editorial Special Issue on Discriminative Learning for Model Optimization and Statistical InferenceGuest Editorial Special Issue on Discriminative Learning for Model Optimization and Statistical Inference2894-2897
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Integrating spatial configuration into heatmap regression based CNNs for landmark localization
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Efficient Multi-Task Learning of Semantic Segmentation and Disparity Estimation
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Speed invariant time surface for learning to detect corner points with event-based camerasSpeed invariant time surface for learning to detect corner points with event-based cameras10245-10254
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Breadth-First Search on Dynamic Graphs using Dynamic Parallelism on the GPUBreadth-First Search on Dynamic Graphs using Dynamic Parallelism on the GPU1-7
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GP2C: Geometric Projection Parameter Consensus for Joint 3D Pose and Focal Length Estimation in the WildGP2C: Geometric Projection Parameter Consensus for Joint 3D Pose and Focal Length Estimation in the Wild2222-2231
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A High-Precision Localization Device for Outdoor Augmented Reality,
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CorNet: Generic 3D Corners for 6D Pose Estimation of New Objects without RetrainingCorNet: Generic 3D Corners for 6D Pose Estimation of New Objects without Retraining
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LU-Net: An Efficient Network for 3D LiDAR Point Cloud Semantic Segmentation Based on End-to-End-Learned 3D Features and U-NetLU-Net: An Efficient Network for 3D LiDAR Point Cloud Semantic Segmentation Based on End-to-End-Learned 3D Features and U-Net
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Consistent Curvature Approximation on Riemannian Shape Spaces
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Generalized Feedback Loop for Joint Hand-Object Pose EstimationGeneralized Feedback Loop for Joint Hand-Object Pose Estimation
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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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Casting Geometric Constraints in Semantic Segmentation as Semi-Supervised LearningCasting Geometric Constraints in Semantic Segmentation as Semi-Supervised Learning
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Handseg: An automatically labeled dataset for hand segmentation from depth imagesHandseg: An automatically labeled dataset for hand segmentation from depth images151-158
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Sparse-to-Dense Hypercolumn Matching for Long-Term Visual LocalizationSparse-to-Dense Hypercolumn Matching for Long-Term Visual Localization513-523
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Location Field Descriptors: Single Image 3D Model Retrieval in the WildLocation Field Descriptors: Single Image 3D Model Retrieval in the Wild583-593
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On Object Symmetries and 6D Pose Estimation from ImagesOn Object Symmetries and 6D Pose Estimation from Images614-622
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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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Smart Hypothesis Generation for Efficient and Robust Room Layout Estimation
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HO-3D: A Multi-User, Multi-Object Dataset for Joint 3D Hand-Object Pose Estimation
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A Complete Workflow for Automatic Forward Kinematics Model Extraction of Robotic Total Stations Using the Denavit-Hartenberg Convention
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SharpNet: Fast and Accurate Recovery of Occluding Contours in Monocular Depth Estimation
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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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Total roto-translational variation
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Determination of the moisture change behavior of cross-laminated timber using an optical flow based computer vision technique
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Inverse GANs for accelerated MRI reconstructionInverse GANs for accelerated MRI reconstruction
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Learned Collaborative Stereo RefinementLearned Collaborative Stereo Refinement3-17
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Self-Supervised Convolutional Neural Networks for Plant Reconstruction Using Stereo Imagery
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Buildings Detection in VHR SAR Images Using Fully Convolution Neural Networks
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On the estimation of the Wasserstein distance in generative modelsOn the estimation of the Wasserstein distance in generative models156-170
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Image-based center of mass estimation of the human body via 3D shape and kinematic structure
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SLIM-A Scalable and Lightweight Indoor-Navigation MAV as Research and Education PlatformSLIM-A Scalable and Lightweight Indoor-Navigation MAV as Research and Education Platform182-195
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Joint Multi-anatomy Training of a Variational Network for Reconstruction of Accelerated Magnetic Resonance Image AcquisitionsJoint Multi-anatomy Training of a Variational Network for Reconstruction of Accelerated Magnetic Resonance Image Acquisitions71-79
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Towards SLAM-based Outdoor Localization using Poor GPS and 2.5 D Building Models
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Automatic and Semantically-Aware 3D UAV Flight Planning for Image-Based 3D Reconstruction
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Joint Reconstruction and Classification of Tumor Cells and Cell Interactions in Melanoma Tissue Sections with Synthesized Training Data
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CPatch: Hierarchical Rasterization of Curved Primitives for GPU Vector Graphics Rendering
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Matwo-CapsNet: A Multi-label Semantic Segmentation Capsules NetworkMatwo-CapsNet: A Multi-label Semantic Segmentation Capsules Network664-672
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Computed tomography data collection of the complete human mandible and valid clinical ground truth models
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The camera offset space: real-time potentially visible set computations for streaming rendering
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Unified Patterns for Realtime Interactive Simulation in Games and Digital Storytelling
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Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge
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Automated Computer-aided Design of Cranial Implants Using a Deep Volumetric Convolutional Denoising Autoencoder
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Tessellated Shading Streaming
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High-Level Teleoperation System For Aerial Exploration Of Indoor Environments
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A Client/Server Based Online Environment for Manual Segmentation of Medical ImagesA Client/Server Based Online Environment for Manual Segmentation of Medical Images1-8
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Adaptive sparse matrix-matrix multiplication on the GPUAdaptive sparse matrix-matrix multiplication on the GPU68-81
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Deep Learning Methods for Parallel Magnetic Resonance Image Reconstruction
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Learning from the Truth: Fully Automatic Ground Truth Generation for Training of Medical Deep Learning NetworksLearning from the Truth: Fully Automatic Ground Truth Generation for Training of Medical Deep Learning Networks173-174
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L* ReLU: Piece-wise Linear Activation Functions for Deep Fine-grained Visual Categorization
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Convex-Concave Backtracking for Inertial Bregman Proximal Gradient Algorithms in Non-Convex Optimization
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Free thoracodorsal, perforator-scapular flap based on the angular artery (TDAP-Scap-aa): Clinical experiences and description of a novel technique for single flap reconstruction of extensive oromandibular defects
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Exploit fully automatic low-level segmented PET data for training high-level deep learning algorithms for the corresponding CT data
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Fast Decomposable Submodular Function Minimization using Constrained Total Variation
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A Client/Server based Online Environment for the Calculation of Medical Segmentation ScoresA Client/Server based Online Environment for the Calculation of Medical Segmentation Scores3463-3467
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SparseCT: System concept and design of multislit collimators
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Image Morphing in Deep Feature Spaces: Theory and Applications
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Using Synthetic Training Data for Deep Learning-Based GBM SegmentationUsing Synthetic Training Data for Deep Learning-Based GBM Segmentation6724-6729
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Learning task-specific activation functions using genetic programmingLearning task-specific activation functions using genetic programming533-540
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Introducing the IEEE Virtual Reality 2019 Special Issue
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A Review on Multiplatform Evaluations of Semi-Automatic Open-Source Based Image Segmentation for Cranio-Maxillofacial Surgery
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Multiple View Geometry in Remote Sensing: An Empirical Study based on Pléiades Satellite ImagesMultiple View Geometry in Remote Sensing: An Empirical Study based on Pléiades Satellite Images3629-3632
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TrackCap: Enabling Smartphones for 3D Interaction on Mobile Head-Mounted DisplaysTrackCap: Enabling Smartphones for 3D Interaction on Mobile Head-Mounted Displays
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Automatic 3-D Building Model Reconstruction from Very High Resolution Stereo Satellite Imagery
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Multi-Task cGAN for Simultaneous Spaceborne DSM Refinement and Roof-Type Classification
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Automated age estimation from MRI volumes of the hand
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Automatic Annotation of Airborne Images by Label Propagation Based on a Bayesian-CRF Model
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Biomedical image augmentation using Augmentor
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HiBsteR: Hierarchical Boosted Deep Metric Learning for Image RetrievalHiBsteR: Hierarchical Boosted Deep Metric Learning for Image Retrieval
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Effect of Multislit Collimator Motion On SparseCT Image Quality for Low-Dose CT ExaminationsEffect of Multislit Collimator Motion On SparseCT Image Quality for Low-Dose CT ExaminationsE504-E505
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Overview Obstacle Maps for Obstacle Aware Navigation of Autonomous Drones
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Hierarchical Rasterization of Curved Primitives for GPU Vector Graphics Rendering
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Assistance for Measuring Human-Made Structures with Robotic Total Stations
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RESLAM: A real-time robust edge-based SLAM systemRESLAM: A real-time robust edge-based SLAM system
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Automatic Muck Pile Characterization from UAV ImagesAutomatic Muck Pile Characterization from UAV Images
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Clinical evaluation of in silico planning and real-time simulation of hepatic radiofrequency ablation (ClinicIMPPACT Trial)
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Full-Waveform Airborne LiDAR Data Classification Using Convolutional Neural Networks
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Semi-supervised Detector Training with Prototypes for Vehicle DetectionSemi-supervised Detector Training with Prototypes for Vehicle Detection
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Combining Variational Optimization and Deep Learning for efficient ASL image quality enhancement
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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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DetectFusion: Detecting and Segmenting Both Known and Unknown Dynamic Objects in Real-time SLAMDetectFusion: Detecting and Segmenting Both Known and Unknown Dynamic Objects in Real-time SLAM
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Real-Time View Planning for Unstructured Lumigraph Modeling
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Depth-Awareness in a System for Mixed-Reality Aided Surgical ProceduresDepth-Awareness in a System for Mixed-Reality Aided Surgical Procedures716-726
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Automatic Age Estimation and Majority Age Classification from Multi-Factorial MRI Data
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Mapping with Pléiades—End-to-End Workflow
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Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly
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Altersschätzung im Strafverfahren?!
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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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Integrating geometric configuration and appearance information into a unified framework for anatomical landmark localization
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Image Extrapolation for the Time Discrete Metamorphosis Model – Existence and Applications
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MURAUER
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An Intent-Based Automated Traffic Light for PedestriansAn Intent-Based Automated Traffic Light for Pedestrians
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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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Drone-Augmented Human Vision: Exocentric Control for Drones Exploring Hidden Areas
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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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Robust Deformation Estimation in Wood-Composite Materials using Variational Optical Flow
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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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Contextual Cues for Causal Visual Tracking
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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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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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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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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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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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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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Being lazy at labelling for pose estimationBeing lazy at labelling for pose estimation130
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Assessment of the generalization of learned image reconstruction and the potential for transfer learning
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Variational Adversarial Networks for Accelerated MR Image Reconstruction
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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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Analysis of the influence of deviations between training and test data in learned 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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Comparing Learned Variational Networks and Compressed Sensing for T1ρ Mapping of Knee Cartilage
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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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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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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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Unified Models for Second-Order TV-Type Regularisation in Imaging
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Chemotherapeutic agents eligible for prior dosing in pancreatic cancer patients requiring hemodialysis
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RFA Guardian
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Integrated computer-aided forensic case analysis, presentation, and documentation based on multimodal 3D data
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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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Spatiotemporal Saliency Estimation by Spectral Foreground Detection
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Variational Deep Learning for Low-Dose Computed TomographyVariational Deep Learning for Low-Dose Computed Tomography6687-6691
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Variational 3D-PIV with sparse descriptors
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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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Active safety effectiveness assessment by combination of traffic flow simulation and crash-simulationActive safety effectiveness assessment by combination of traffic flow simulation and crash-simulation
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Non-stationary speckle reduction in high resolution SAR images
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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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Assessment of the generalization of learned image reconstruction and the potential for transfer learning
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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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Reducing acquisition time for MRI-based forensic age estimation
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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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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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Proceedings of the OAGM Workshop 2018
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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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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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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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Optimizing Wavelet Bases for Sparser RepresentationsOptimizing Wavelet Bases for Sparser Representations249-262
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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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GPU-based RFA simulation for minimally invasive cancer treatment of liver tumours
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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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Time Discrete Extrapolation in a Riemannian Space of ImagesTime Discrete Extrapolation in a Riemannian Space of Images473-485
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Algorithm guided outlining of 105 pancreatic cancer liver metastases in Ultrasound
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A Posteriori Error Control for the Binary Mumford–Shah Model
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Vertebral body segmentation with GrowCut
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GPU-Based Image Geodesics for Optical Coherence TomographyGPU-Based Image Geodesics for Optical Coherence Tomography
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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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Interactive Planning of Miniplates
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Segmentation and classification of colon glands with deep convolutional neural networks and total variation regularization
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Integration of the HTC Vive into the Medical Platform MeVisLab
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Discrete Riemannian Calculus and A Posteriori Error Control on Shape Spaces
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Interaktive Planung von Gesichtsimplantaten
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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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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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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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Variational Networks: Connecting Variational Methods and Deep LearningVariational Networks: Connecting Variational Methods and Deep Learning281-293
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3D Szenenfluss-bildbasierte Schaetzung dichter Bewegungsfelder3D Szenenfluss-bildbasierte Schaetzung dichter Bewegungsfelder261-292
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The constitutional conformity of age estimation in the Austrian Foreign and Immigration Law
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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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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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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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Learning Lightprobes for Mixed Reality Illumination
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3D Localization in Urban Environments from Single Images3D Localization in Urban Environments from Single Images
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Feasibility of alternating induction and maintenance chemotherapy in pancreatic cancer
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Dynamic Label Placement for Forensic Case VisualizationDynamic Label Placement for Forensic Case Visualization139-143
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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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Adaptive User-Perspective Rendering for Handheld Augmented RealityAdaptive User-Perspective Rendering for Handheld 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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Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge
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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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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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Algorithmic evaluation of lower jawbone segmentationsAlgorithmic evaluation of lower jawbone segmentations
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Automated Multi-Factorial Age Estimation from Skeletal and Dental MRI Volumes based on 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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Crop hail damage assessment based on radar and drone integrated technologies
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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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Innovative approaches for crop hail damage assessment based on Radar and drone technologies
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Robust 3D Object Tracking from Monocular Images using Stable Parts
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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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Automated segmentation and morphometry of muscle fibers from haematoxylin-eosin-stained histological sections
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Computer-Aided Planning of Cranial 3D Implants
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Direct Stereo Visual Odometry Based on LinesDirect Stereo Visual Odometry Based on Lines
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A Multi-center Milestone Study of Clinical Vertebral CT Segmentation
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Temporal Coherence Strategies For Augmented Reality Labeling
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Pose-specific non-linear mappings in feature space towards multiview facial expression recognition
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Interactive 3D Segmentation of Rock-Art by Enhanced Depth Maps and Gradient Preserving Regularization
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Validation of TGV regularized accelerated MR reconstruction by age estimation.
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Interactive Volumetry Of Liver Ablation Zones
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Design Guidelines for Generating Augmented Reality InstructionsDesign Guidelines for Generating Augmented Reality Instructions
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Towards Mobile Recognition and Verification of Holograms using Orthogonal SamplingTowards Mobile Recognition and Verification of Holograms using Orthogonal Sampling
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Minimal solutions for the multicamera pose estimation problem.
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Efficient Verification of Holograms Using Mobile Augmented Reality
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Hands Deep in Deep Learning for Hand Pose EstimationHands Deep in Deep Learning for Hand Pose Estimation1-10
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Robust and Accurate 3D Motion Estimation Under Adverse Conditions
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3D Scene Flow Estimation with a Piecewise Rigid Scene Model
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Event-Driven Stereo Matching for Real-Time 3D Panoramic VisionEvent-Driven Stereo Matching for Real-Time 3D Panoramic Vision
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Automatic Artery-Vein Separation from Thoracic CT Images Using Integer ProgrammingAutomatic Artery-Vein Separation from Thoracic CT Images Using Integer Programming36-43
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Semantic Segmentation of Colon Glands with Deep Convolutional Neural Networks and Total Variation Segmentation
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A Framework for Articulated Hand Pose Estimation and EvaluationA Framework for Articulated Hand Pose Estimation and Evaluation
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Real-time flare detection in ground-based Ha imaging at Kanzelhöhe Observatory
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In Defense of Color-based Model-free TrackingIn Defense of Color-based Model-free Tracking
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Assessment of fiducial markers to enable the co-registration of photographs and MRI data
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Interactive Segmentation of Rock-Art in High-Resolution 3D ReconstructionsInteractive Segmentation of Rock-Art in High-Resolution 3D Reconstructions1-8
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Point Clouds: Lidar versus 3D Vision
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3D Camera Tracking in Unknown Environments by On-line Keypoint Learning3D Camera Tracking in Unknown Environments by On-line Keypoint Learning7-14
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Shape guided maximally stable extremal region (mser) trackingShape guided maximally stable extremal region (mser) tracking1800-1803
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Windows Detection using K-Means in CIE-LAB Color SpaceWindows Detection using K-Means in CIE-LAB Color Space356-360
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TransientBoost: Online Boosting with Transient DataTransientBoost: Online Boosting with Transient Data22-27
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Using Outliers in Structure and Motion Analysis to Reconstruct Foreground MotionUsing Outliers in Structure and Motion Analysis to Reconstruct Foreground Motion99-106
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Autonomous Multi-Sensor Vehicle Classification for Traffic MonitoringAutonomous Multi-Sensor Vehicle Classification for Traffic Monitoring
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North-centred Orientation Tracking on Mobile PhonesNorth-centred Orientation Tracking on Mobile Phones
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Instant Segmentation and Feature Extraction for Recognition of Simple Objects on Mobile PhonesInstant Segmentation and Feature Extraction for Recognition of Simple Objects on Mobile Phones
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Person independent head pose estimation by non-linear regression and manifold embeddingPerson independent head pose estimation by non-linear regression and manifold embedding63-70
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PROST: Parallel Robust Online Simple TrackingPROST: Parallel Robust Online Simple Tracking723-730
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Occlusion Detection for ICAO Compliant Facial PhotographsOcclusion Detection for ICAO Compliant Facial Photographs122-129
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Augmented Reality for Minimally Invasive SurgeryAugmented Reality for Minimally Invasive Surgery73-98
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On-line Random Naive Bayes for TrackingOn-line Random Naive Bayes for Tracking3545-3548
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Autonomous Audio-Supported Learning of Visual Classifiers for Traffic Monitoring
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Effective Dynamic Scheduling on Heterogeneous Multi/Manycore Desktop PlatformsEffective Dynamic Scheduling on Heterogeneous Multi/Manycore Desktop Platforms37-42
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Interaktive Aufbereitung Klinisch-Forensischer 3D Daten
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Shape prototype signatures for action recognitionShape prototype signatures for action recognition1796-1799
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Bridging Gaps with Pointer Warping in Multi-Display EnvironmentsBridging Gaps with Pointer Warping in Multi-Display Environments
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Intuitive Präsentation Klinisch-Forensischer Daten mittels eines Referenz-Modells
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Audio-Visual Co-Training for Vehicle ClassificationAudio-Visual Co-Training for Vehicle Classification586-592
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Optical flow based deformable volume registration using a novel second-order regularization priorOptical flow based deformable volume registration using a novel second-order regularization prior
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UltraCam: Digital Large Format Aerial Frame Camera SystemUltraCam: Digital Large Format Aerial Frame Camera System313-332
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Wavelet-based Multiresolution Isosurface RenderingWavelet-based Multiresolution Isosurface Rendering
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Fast Regridding Using LSQR on Graphics HardwareFast Regridding Using LSQR on Graphics Hardware4959-4959
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Vessel Segmentation for Ablation Treatment Planning and SimulationVessel Segmentation for Ablation Treatment Planning and Simulation45-52
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Highly accurate Multiresolution Isosurface Rendering using compactly supported Spline Wavelets
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Disambiguating Visual Relations Using Loop ConstraintsDisambiguating Visual Relations Using Loop Constraints1426-1433
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Linked Edges as Stable Region BoundariesLinked Edges as Stable Region Boundaries1665-1672
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Framework to automatically characterize real property using high resolution aerial imagesFramework to automatically characterize real property using high resolution aerial imagesDVD-DVD
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Model Selection: Beyond the Bayesian/Frequentist Divide
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Interpreting Building Façades from Vertical Aerial Images Using the Third Dimension
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Assessing the Quality of Web ContentAssessing the Quality of Web Content0-0
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Rigid Body Reconstruction for Motion Analysis of Giant Honeybees Using Stereo Vision
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Inverse mulitple instance learning for classifier gridsInverse mulitple instance learning for classifier grids770-773
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Miforests: Multiple-instance learning with randomized treesMiforests: Multiple-instance learning with randomized trees29-42
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A Convex Approach for Variational Super-ResolutionA Convex Approach for Variational Super-Resolution313-322
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Detecting paper fibre cross sections in microtomy imagesDetecting paper fibre cross sections in microtomy images316-319
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Variational Segmentation of Elongated Volumetric StructuresVariational Segmentation of Elongated Volumetric Structures3177-3184
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Interactive Multi-label Segmentation
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Aerial Computer Vision for a 3D Virtual Habitat
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Robust Incremental Structure from MotionRobust Incremental Structure from Motion
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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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Object Tracking by Structure Tensor AnalysisObject Tracking by Structure Tensor Analysis2600-2603
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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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Caleydo: Design and Evaluation of a Visual Analysis Framework for Gene Expression Data in its Biological ContextCaleydo: Design and Evaluation of a Visual Analysis Framework for Gene Expression Data in its Biological Context
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Neo-Geodäsie und ein immersives Exabyte Weltmodell im Internet
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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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MSER Templates for 3D Pose TrackingMSER Templates for 3D Pose Tracking55-62
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Total Generalized Variation (TGV) for MRITotal Generalized Variation (TGV) for MRI4855-4855
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An Omnidirectional Time-of-Flight Camera and its Application to Indoor SLAMAn Omnidirectional Time-of-Flight Camera and its Application to Indoor SLAM
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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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Pose Estimation of known Objects by Efficient Silhouette MatchingPose Estimation of known Objects by Efficient Silhouette Matching1080-1083
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Real-time Panoramic Mapping and Tracking on Mobile PhonesReal-time Panoramic Mapping and Tracking on Mobile Phones
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Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing. Proceedings978-0-7695-4222-5
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„Einbrecherjagd“ mittels „ASFINAG-Kameras“ – politisches Wunschdenken versus (grund)rechtliche Realität„Einbrecherjagd“ mittels „ASFINAG-Kameras“ – politisches Wunschdenken versus (grund)rechtliche Realität93-177
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On-line semi-supervised multiple-instance boostingOn-line semi-supervised multiple-instance boosting1879-1879
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Towards Fully Automatic Photogrammetric Reconstruction Using Digital Images Taken From UAVs
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Robust Optical Flow Based Deformable Registration of Thoracic CT ImagesRobust Optical Flow Based Deformable Registration of Thoracic CT Images195-204
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Segmentation of 3D Tubular Tree Structures in Medical Images
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Optimization of Target Objects for Natural Feature TrackingOptimization of Target Objects for Natural Feature Tracking
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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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Multi-Class Semi-Supervised and Online Boosting
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Adjacency information reconstruction for isosurfaces extracted with marching-cubes.
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Window detection in complex facadesWindow detection in complex facades163-168
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SSVEP-based navigation using stimuli that are tightly integrated within a virtual feedback scenario
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Caleydo: Visual Analysis of Biomolecular Data
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Efficient Object Detection Using Orthogonal NMF Descriptor HierarchiesEfficient Object Detection Using Orthogonal NMF Descriptor Hierarchies212-221
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Experience with Mouse Control with Multi-Display EnvironmentsExperience with Mouse Control with Multi-Display Environments
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Hydrosys: on-site monitoring and management of environmental processes using handheld devicesHydrosys: on-site monitoring and management of environmental processes using handheld devices
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DT-MRI based computation of collagen fiber deformation in human articular cartilage
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A software SSVEP BCI integrating stimuli within motivating and immersive virtual and augmented reality environments
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Techniques for view transition in multi-camera outdoor environmentsTechniques for view transition in multi-camera outdoor environments193-200
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Aerial Photo Building Classification by Stacking Appearance and Elevation Measurements
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Gaze-Directed Ubiquitous Interaction Using a Brain-Computer Interface
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Caleydo: Visual Analysis of Biomolecular Data
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Simultaneous Localization and Mapping for Augmented RealitySimultaneous Localization and Mapping for Augmented Reality
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Image-based Ghostings for Single Layer Occlusions in Augmented RealityImage-based Ghostings for Single Layer Occlusions in Augmented Reality
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Histogram of Oriented Cameras - a New Descriptor for Visal SLAM in Dynamic EnvironmentsHistogram of Oriented Cameras - a New Descriptor for Visal SLAM in Dynamic Environments76.1-76.12
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Stereoscopic Volume Rendering. Graz:CSI
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Motion Estimation with Non-Local Total Variation RegularizationMotion Estimation with Non-Local Total Variation Regularization2464-2471
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Multi-View Image Interpretation for Street-Side-ScenesMulti-View Image Interpretation for Street-Side-Scenes48-54
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Comparative Analysis of Multidimensional, Quantitative Data
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Caleydo: Visual Analysis of Biomolecular Data
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Épületek háromdimenziós modellezése az interneten
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The City of Sights: Design, Construction, and Measurement of an Augmented Reality Stage SetThe City of Sights: Design, Construction, and Measurement of an Augmented Reality Stage Set
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Unsupervised Facade Segmentation using Repetitive PatternsUnsupervised Facade Segmentation using Repetitive Patterns51-60
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Catadioptric Multiview Pose Estimation for Robotic Pick and PlaceCatadioptric Multiview Pose Estimation for Robotic Pick and Place423-426
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Caleydo and Visual Links
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Online Creation of Panoramic Augmented Reality Annotations on Mobile PhonesOnline Creation of Panoramic Augmented Reality Annotations on Mobile Phones
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Temporal feature weighting for prototype-based action recognitionTemporal feature weighting for prototype-based action recognition1115-1129
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Robust Multi-View Boosting with PriorsRobust Multi-View Boosting with Priors776-789
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Modelling fingerprint ridge orientation using Legendre polynomials
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Augmented internet maps with property information from aerial imageryAugmented internet maps with property information from aerial imagery406-409
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Large-Scale Semantic Classification and Ortho-Image FusionLarge-Scale Semantic Classification and Ortho-Image Fusion110-114
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Joint Image GMM and Shading MAP EstimationJoint Image GMM and Shading MAP Estimation
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From Aerial Images to a Description of Real Properties: A Framework
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3D Image Reconstruction using Active Wavefront Sampling
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Multiple Instance Learning from Multiple CamerasMultiple Instance Learning from Multiple Cameras17-24
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Novel Multi View Structure Estimation Based on Barycentric CoordinatesNovel Multi View Structure Estimation Based on Barycentric Coordinates193-196
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Iterative SLE Solvers over a CPU-GPU PlatformIterative SLE Solvers over a CPU-GPU Platform305-313
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Describing Buildings by 3-Dimensional Details Found in Aerial Photography
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Effects of Needle Placement Inaccuracies in Hepatic Radiofrequency Tumor AblationEffects of Needle Placement Inaccuracies in Hepatic Radiofrequency Tumor Ablation716-721
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Characterizing Building Façades from Vertical Aerial Images
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Experiences with Mouse Control in Multi-Display EnvironmentsExperiences with Mouse Control in Multi-Display Environments
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Using Partial Edge Contour Matches for Efficient Object Category LocalizationUsing Partial Edge Contour Matches for Efficient Object Category Localization29-42
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Zooming Interfaces for Augmented Reality BrowsersZooming Interfaces for Augmented Reality Browsers
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Second Order Total Generalized Variation (TGV) for MRI
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Contact
| Thomas Pock | ||
| Inffeldgasse 16/II 8010 Graz, Austria | ||
| mail: pock@icg.tugraz.at phone: +43 316 873-5056 |