Patrick Knöbelreiter
I have received my Master's degree in Computer Science in 2015 from Graz University of Technology on the topic "Interactive Semantic Segmentation on Aerial Images". Currently, I am a PhD student at the Institute of Computer Graphics and Vision supervised by Prof. Thomas Pock. My research interests include machine learning and optimization with applications to dense image matching like stereo and optical flow.
Publications
GAFAR revisited—Exploring the limits of point cloud registration on sparse subsets
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Meta-prompting for Automating Zero-Shot Visual Recognition with LLMs
Computer Vision – ECCV 2024 - 18th European Conference, Proceedings
370-387
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What is Diminished Virtuality? A Directional and Layer-Based Taxonomy for the Reality-Virtuality Continuum
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Partial annotations in active learning for semantic segmentation
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k-strip
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Classification of lung cancer subtypes on CT images with synthetic pathological priors
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Posterior-Variance--Based Error Quantification for Inverse Problems in Imaging
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Radiance Caching with On-Surface Caches for Real-Time Global Illumination
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I2D-Loc++
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Frustum Volume Caching for Accelerated NeRF Rendering
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Into the Fog: Evaluating Robustness of Multiple Object Tracking
The 35th British Machine Vision Conference
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MAELi: Masked Autoencoder for Large-Scale LiDAR Point Clouds
Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024
3371-3380
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Perception-Driven Soft-Edge Occlusion for Optical See-Through Head-Mounted Displays
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Benchmarking Classical and Learning-Based Multibeam Point Cloud Registration
Proceedings - IEEE International Conference on Robotics and Automation
6118-6125
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DeepDR
Proceedings - 2024 International Conference on 3D Vision, 3DV 2024
750-760
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Progress Observation in Augmented Reality Assembly Tutorials Using Dynamic Hand Gesture Recognition
Proceedings - 2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2024
957-958
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Product of Gaussian Mixture Diffusion Models
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HOC-Search: Efficient CAD Model and Pose Retrieval From RGB-D Scans
International Conference on 3D Vision (3DV)
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HAMMER
Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024
3454-3463
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Diffusion-based generation of Histopathological Whole Slide Images at a Gigapixel scale
Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024
5119-5128
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End-to-End Compressed Meshlet Rendering
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Multi-Objective Path Tracking Control for Car-Like Vehicles With Differentially Bounded n-Smooth Output
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Point-Line Visual-Inertial Odometry with Optimized Line Feature Processing
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Type B Aortic Dissection CTA Collection with True and False Lumen Expert Annotations for the Development of AI-based Algorithms
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Spatial Augmented Reality for Heavy Machinery Using Laser Projections
Proceedings - 2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2024
235-243
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An Evaluation of Affordance Templates for Human-Robot Interaction
2024 33rd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN)
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Design Patterns for Situated Visualization in Augmented Reality
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Action-By-Detection
2024 IEEE International Conference on Robotics and Automation (ICRA)
10757-10763
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Teeth Localization and Lesion Segmentation in CBCT Images Using SpatialConfiguration-Net and U-Net
Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
282-289
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Neural Bokeh
Proceedings - 2024 IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2024
870-880
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Flicker Augmentations
CHI 2024 - Proceedings of the 2024 CHI Conference on Human Factors in Computing Sytems
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A SharpView Font with Enhanced Out-of-Focus Text Legibility for Augmented Reality Systems
Proceedings - 2024 IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2024
31-41
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CaRe-CNN
Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
53-64
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Random Network Distillation Based Deep Reinforcement Learning for AGV Path Planning
35th IEEE Intelligent Vehicles Symposium, IV 2024
2667-2673
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Robots Saving Lives
35th IEEE Intelligent Vehicles Symposium, IV 2024
953-960
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Evaluating a Periapical Lesion Detection CNN on a Clinically Representative CBCT Dataset—A Validation Study
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LAENeRF: Local Appearance Editing for Neural Radiance Fields
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
4969-4978
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StopThePop
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Accuracy and Precision of Mandible Segmentation and Its Clinical Implications
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Augmented Reality-Guided Extraction of Fully Impacted Lower Third Molars Based on Maxillofacial CBCT Scans
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ATS: Adaptive Temperature Scaling for Enhancing Out-of-Distribution Detection Methods
EEE/CVF Winter Conference on Applications of Computer Vision (WACV)
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Utilization of deep learning tools to map and monitor biological soil crusts
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Vision-Language Guidance for LiDAR-based Unsupervised 3D Object Detection
British Machine Vision Conference (BMVC)
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Measuring spectral emissivity up to 4000 K†
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MULDE
Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024
18868-18877
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Efficient Motion Prediction: A Lightweight & Accurate Trajectory Prediction Model With Fast Training and Inference Speed
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
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Robust Localization of Key Fob Using Channel Impulse Response of Ultra Wide Band Sensors for Keyless Entry Systems
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
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First Measurement Campaign by a Multi-Sensor Robot for the Lifecycle Monitoring of Transformers
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Instant Segmentation and Fitting of Excavations in Subsurface Utility Engineering
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Real-time Neural Rendering of Dynamic Light Fields
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PanoTherm
Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
98-109
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Towards Neuroadaptive Augmented Reality Piano Tutorials
Proceedings 2023 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)
450-455
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Generalisation of Segmentation Using Generative Adversarial Networks
IEEE International Symposium on Biomedical Imaging, ISBI 2024 - Conference Proceedings
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A Baseline Solution for the ISBI 2024 Dreaming Challenge
IEEE International Symposium on Biomedical Imaging, ISBI 2024 - Conference Proceedings
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Safety of the Intended Functionality Validation for Automated Driving Systems by Using Perception Performance Insufficiencies Injection
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Total Generalized Variation on a Tree
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Gaze-Contingent Layered Optical See-Through Displays with a Confidence-Driven View Volume
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Implicit Is Not Enough
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Optimizing Aortic Segmentation with an Innovative Quality Assessment: The Role of Global Sensitivity Analysis
Segmentation of the Aorta. Towards the Automatic Segmentation, Modeling, and Meshing of the Aortic Vessel Tree from Multicenter Acquisition - First Challenge, SEG.A. 2023, Held in Conjunction with MICCAI 2023, Proceedings
110-126
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Deep Learning-Based Point Cloud Registration for Augmented Reality-Guided Surgery
IEEE International Symposium on Biomedical Imaging, ISBI 2024 - Conference Proceedings
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Image capturing, segmentation and data analysis of shredded refuse streams
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pyCEPS
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On the Relationship Between RNN Hidden-State Vectors and Semantic Structures
62nd Annual Meeting of the Association for Computational Linguistics, ACL 2024 - Proceedings of the Conference
5641-5658
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Gaussian Process Regression for an Accurate and Uncertainty-Aware Winding Insulation Degradation Prediction
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A semi-automatic method for block-structured hexahedral meshing of aortic dissections
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Dynamic Occupancy Grids for Object Detection
2024 IEEE International Conference on Robotics and Automation, ICRA 2024
13991-13997
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[Dataset] Crossroad Camera Dataset - Mobility Aid Users (1.0)
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Clouds in the Cloud: Efficient Cloud-Based Rendering of Real-Time Volumetric Clouds
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A Comprehensive Crossroad Camera Dataset of Mobility Aid Users
The 34th British Machine Vision Conference
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Robust Integration of Planning, Execution, Recovery and Testing to Win the RoboCup Logistics League
RoboCup 2023: Robot World Cup XXVI
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Point & Teleport with Orientation Specification, Revisited: Is Natural Turning Always Superior?
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High-Quality Virtual Single-Viewpoint Surgical Video: Geometric Autocalibration of Multiple Cameras in Surgical Lights
Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings
271-280
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Compacting Singleshot Multi-Plane Image via Scale Adjustment
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Augmented Reality-Guided Apicoectomy Based on Maxillofacial CBCT Scans
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Stable Deep MRI Reconstruction Using Generative Priors
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GACE: Geometry Aware Confidence Enhancement for Black-box 3D Object Detectors on LiDAR-Data
Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision (ICCV)
6566-6576
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Observation-based pedestrian scenario extraction for virtual testing
The 27th ESV Conference Proceedings
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A Variational Loop Shrinking Analogy for Handle and Tunnel Detection and Reeb Graph Construction on Surfaces
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Multi-View Surgical Camera Calibration with None-Feature-Rich Video Frames
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Playing Proposal Selection Games in 3D Scene Understanding
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GAFAR: Graph-Attention Feature-Augmentation for Registration A Fast and Light-weight Point Set Registration Algorithm
Proceedings of the 2023 European Conference on Mobile Robots (ECMR)
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Persistent Homology With Improved Locality Information for More Effective Delineation
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An Evaluation of Stereo and Multiview Algorithms for 3d Reconstruction with Synthetic Data
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Exploring Augmented Reality for Situated Analytics with Many Movable Physical Referents
VRST 2023 - 29th ACM Symposium on Virtual Reality Software and Technology
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The Influence of Isolation on Learning in an Immersive Laboratory Environment
Proceedings - 2023 IEEE International Conference on Advanced Learning Technologies, ICALT 2023
285-289
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DELS-MVS: Deep Epipolar Line Search for Multi-View Stereo
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023
3087-3096
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Score-Based Generative Models for Medical Image Segmentation using Signed Distance Functions
DAGM German Conference on Pattern Recognition, Heidelberg
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SAILOR: Scaling Anchors via Insights into Latent Object Representation
Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023
623-632
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Message from the ISMAR 2023 General Chairs
Proceedings - 2023 IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2023
xii
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Trim Regions for Online Computation of From-Region Potentially Visible Sets
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In-Situ Virtual Reality Tour using a real-time 360° Video Stream
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TAEC: Unsupervised Action Segmentation with Temporal-Aware Embedding and Clustering
Proceedings of the 26th Computer Vision Winter Workshop (CVWW 2023)
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Test-Time Adversarial Detection and Robustness for Localizing Humans Using Ultra Wide Band Channel Impulse Responses
31st European Signal Processing Conference, EUSIPCO 2023 - Proceedings
1365-1369
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Towards Large-Scale Video-Based Highway Traffic Monitoring
IEEE International Conference on Intelligent Transportation Systems (ITSC)
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Impact of Robot Related User Pre-experience on Cognitive Load, Trust, Trustworthiness and Satisfaction with VR Interfaces
Advances in Service and Industrial Robotics. RAAD 2023
123-131
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Sit Back and Relax: Learning to Drive Incrementally in All Weather Conditions
IV 2023 - IEEE Intelligent Vehicles Symposium, Proceedings
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LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections
Conference on Neural Information Processing Systems (NeurIPS)
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MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge
2023 IEEE/CVF International Conference on Computer Vision (ICCV)
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Modified Egocentric Viewpoint for Softer Seated Experience in Virtual Reality
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Effect-based Multi-viewer Caching for Cloud-native Rendering
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MATE: Masked Autoencoders are Online 3D Test-Time Learner
IEEE/CVF International Conference on Computer Vision (ICCV)
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Off-Axis Layered Displays
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Automated cross-sectional view selection in CT angiography of aortic dissections with uncertainty awareness and retrospective clinical annotations
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Video Test-Time Adaptation for Action Recognition
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
22952-22961
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Tracking Systems: Calibration, Hardware, and PeripheralsSpringer Handbooks211-238
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Deep Learning Reconstruction Enables Prospectively Accelerated Clinical Knee MRI
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ActMAD: Activation Matching to Align Distributions for Test-Time-Training
Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023
24152-24161
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The HoloLens in medicine: A systematic review and taxonomy
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Visual Data Science for Industrial ApplicationsDigital Transformation447-471
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A Pedestrian Detection Case Study for a Traffic Light ControllerEmbedded Machine Learning for Cyber-Physical, IoT, and Edge Computing75-96
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State-Aware Configuration Detection for Augmented Reality Step-by-Step Tutorials
Proceedings - 2023 IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2023
157-166
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3D surgical instrument collection for computer vision and extended reality
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Re:PolyWorld - A Graph Neural Network for Polygonal Scene Parsing
2023 IEEE/CVF International Conference on Computer Vision (ICCV)
16716-16725
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Lightweight Video Denoising using Aggregated Shifted Window Attention
Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023
351-360
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Sparse convolutional neural network for high-resolution skull shape completion and shape super-resolution
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Training β -VAE by Aggregating a Learned Gaussian Posterior with a Decoupled Decoder
Medical Applications with Disentanglements - First MICCAI Workshop, MAD 2022, Held in Conjunction with MICCAI 2022, Proceedings
70-92
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Bag of World Anchors for Instant Large-Scale Localization
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Lung vascular changes as biomarkers of severity in systemic sclerosis-associated interstitial lung disease
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Applying Disentanglement in the Medical Domain
Medical Applications with Disentanglements - First MICCAI Workshop, MAD 2022, Held in Conjunction with MICCAI 2022, Proceedings
3-11
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Holographic Sports Training
ISS 2023 - Proceedings of the 2023 Conference on Interactive Surfaces and Spaces
70-73
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In-Hand 3D Object Scanning from an RGB Sequence
Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023
17079-17088
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AnyQ
Proceedings - 2023 IEEE International Parallel and Distributed Processing Symposium, IPDPS 2023
736-745
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Deep Learning for the Automatic Division of Building Constructions into Sections on Remote Sensing Images
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Explicit Diffusion of Gaussian Mixture Model Based Image Priors
Scale Space and Variational Methods in Computer Vision - 9th International Conference, SSVM 2023, Proceedings
3-15
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Automatically Annotating Indoor Images with CAD Models via RGB-D Scans
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023
3156 - 3164
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Higher-order block-structured hex meshing of tubular structures
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Learned Discretization Schemes for the Second-Order Total Generalized Variation
Scale Space and Variational Methods in Computer Vision - 9th International Conference, SSVM 2023, Proceedings
484-497
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Multicenter aortic vessel tree extraction using deep learning
Medical Imaging 2023
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A Web-based Radiomics Module for Image Feature Extraction for Tumor Characterization
Medical Imaging 2023
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Quantum transport in open spin chains using neural-network quantum states
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Multi-layer Scene Representation from Composed Focal Stacks
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Cross Field-Based Segmentation and Learning-Based Vectorization for Rectangular Windows
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Exemplar-Based Inpainting for 6DOF Virtual Reality Photos
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Minimal Solvers for Relative Pose Estimation of Multi-Camera Systems using Affine Correspondences
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guitARhero: Interactive Augmented Reality Guitar Tutorials
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Open-source skull reconstruction with MONAI
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Efficient Rendering of Participating Media for Multiple Viewpoints
High-Performance Graphics - Symposium Papers
55-64
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Surface Light Cones: Sharing Direct Illumination for Efficient Multi-viewer Rendering
High-Performance Graphics - Symposium Papers
65-75
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AIRA-DA
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PSAO: Point-Based Split Rendering for Ambient Occlusion
High-Performance Graphics (2023)
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MonteBoxFinder: Detecting and Filtering Primitives to Fit a Noisy Point Cloud
MonteBoxFinder: Detecting and Filtering Primitives to Fit a Noisy Point Cloud
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S-TREK: Sequential Translation and Rotation Equivariant Keypoints for local feature extraction
2023 IEEE/CVF International Conference on Computer Vision (ICCV)
9694-9703
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Subsurface Infrastructure Localization for GIS Data Alignment using Semantic Segmentation
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Identifying and Extracting Pedestrian Behavior in Critical Traffic Situations
26th IEEE International Conference on Intelligent Transportation Systems
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Omnidirectional camera pose estimation and projective texture mapping for photorealistic 3D virtual reality experiences
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PolyWorld
Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022
1838-1847
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Towards Eye-Perspective Rendering for Optical See-Through Head-Mounted Displays
Proceedings - 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2022
640-641
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Blocking Delaunay Triangulations from Exterior
Proc. 38th European Workshop on Computational Geometry (EuroCG 2022)
9:1-9:7
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Anatomy-Aware Inference of the 3D Standing Spine Posture from 2D Radiographs
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Studierfenster
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Forestry Crane Automation using Learning-based Visual Grasping Point Prediction
2022 IEEE Sensors Applications Symposium, SAS 2022 - Proceedings
1 - 6
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ADVANCED EDU-AR-VIZ
Mobility for Smart Cities and Regional Development - Challenges for Higher Education
237-249
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Eye Gaze on Scatterplot: Concept and First Results of Recommendations for Exploration of SPLOMs Using Implicit Data Selection
Proceedings - ETRA 2022
59:1-59:7
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OccAM's Laser: Occlusion-Based Attribution Maps for 3D Object Detectors on LiDAR Data
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition
1131-1140
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Relative Pose Estimation With a Single Affine Correspondence
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A Visual Surveillance System to Observe Realistic Road User Behavior for Improved Pedestrian and Cyclist Safety at Crossroads
18th IEEE International Conference on Advanced Video and Signal-Based Surveillance
1-8
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Evaluation of Mixed Reality Technologies in Remote Teaching
Learning and Collaboration Technologies. Novel Technological Environments
24-37
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Bayesian Uncertainty Estimation of Learned Variational MRI Reconstruction
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Total Deep Variation
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Learned Variational Video Color Propagation
Computer Vision – ECCV 2022
512-530
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DeltaCNN: End-to-End CNN Inference of Sparse Frame Differences in Videos
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
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Object Pose Detection to Enable 3D Interaction from 2D Equirectangular Images in Mixed Reality Educational Settings
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CycDA: Unsupervised Cycle Domain Adaptation to Learn from Image to Video
Computer Vision – ECCV 2022
698-715
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Good Keyframes to Inpaint
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An Intelligent Scanning Vehicle for Waste Collection Monitoring
Image Analysis and Processing – ICIAP 2022 - 21st International Conference, 2022, Proceedings
38-50
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Stochastic modeling of inhomogeneities in the aortic wall and uncertainty quantification using a Bayesian encoder-decoder surrogate
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On the Influence of Beta Cell Granule Counting for Classification in Type 1 Diabetes
Computer Vision and Pattern Analysis Across Domains
45-50
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A study on robust feature representations for grain density estimates in austenitic steel
Computer Vision and Pattern Analysis Across Domains
38-44
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Blind Speech Separation and Dereverberation using Neural Beamforming
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Meshlets and How to Shade Them
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ATLAS-MVSNet: Attention Layers for Feature Extraction and Cost Volume Regularization in Multi-View Stereo
2022 26th International Conference on Pattern Recognition, ICPR 2022
3557-3563
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Envisioning Situated Visualizations of Environmental Footprints in an Urban Environment
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Adjusting the Ground Truth Annotations for Connectivity-Based Learning to Delineate
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Radiomics in Head and Neck Cancer Outcome Predictions
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AdaNeRF: Adaptive Sampling for Real-Time Rendering of Neural Radiance Fields
Computer Vision – ECCV 2022 - 17th European Conference, Proceedings
254-270
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Exploring Pseudo-Weight in Augmented Reality Extended Displays
Proceedings - 2022 IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2022
703-710
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AVT: Multicenter aortic vessel tree CTA dataset collection with ground truth segmentation masks
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Automated vortical blood flow-based estimation of mean pulmonary arterial pressure from 4D flow MRI
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Exploring Tele-Assistance for Cyber-Physical Systems with MAUI
Computer Vision, Imaging and Computer Graphics Theory and Applications - 15th International Joint Conference, VISIGRAPP 2020, Revised Selected Papers
431-452
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Enabling and Assessing Trust when Cooperating with Robots in Disaster Response (EASIER)
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An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
3000-3010
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A joint alignment and reconstruction algorithm for electron tomography to visualize in-depth cell-to-cell interactions
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Model-Free Authoring by Demonstration of Assembly Instructions in Augmented Reality
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Convergence of a Piggyback-Style Method for the Differentiation of Solutions of Standard Saddle-Point Problems
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Enforcing Connectivity of 3D Linear Structures Using Their 2D Projections
Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings
591–601
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SyntCities: A Large Synthetic Remote Sensing Dataset for Disparity Estimation
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AR Hero: Generating Interactive Augmented Reality Guitar Tutorials
Proceedings - 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2022
395-401
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The Norm Must Go On - Dynamic Unsupervised Domain Adaptation by Normalization.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
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Compact World Anchors: Registration Using Parametric Primitives as Scene Description
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GA-Net-Pyramid: An Efficient End-to-End Network for Dense Matching
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3D Human Pose Estimation Using Möbius Graph Convolutional Networks
European Conference on Computer Vision
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RagRug: A Toolkit for Situated Analytics
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RegGAN
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Look over there! Investigating Saliency Modulation for Visual Guidance with Augmented Reality Glasses
UIST '22: Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology
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Video See-Through Mixed Reality with Focus Cues
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An ultrastructural 3D reconstruction method for observing the arrangement of collagen fibrils and proteoglycans in the human aortic wall under mechanical load
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QuadStream
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AMLP-Conv, a 3D Axial Long-range Interaction Multilayer Perceptron for CNNs
Machine Learning in Medical Imaging - 13th International Workshop, MLMI 2022, Held in Conjunction with MICCAI 2022, Proceedings
328-337
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MD-Net
2022 26th International Conference on Pattern Recognition, ICPR 2022
3944-3951
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FCDSN-DC
2022 26th International Conference on Pattern Recognition, ICPR 2022
3937-3943
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MCTS with Refinement for Proposals Selection Games in Scene Understanding
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A Structure From Motion Pipeline for Orthographic Multi-View Images
2022 IEEE International Conference on Image Processing: Proceedings
1181-1185
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Is Appearance Free Action Recognition Possible?
Computer Vision – ECCV 2022
156-173
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Alignment and Reassembly of Broken Specimens for Creep Ductility Measurements
Vision, Modeling, and Visualization
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Blind Single Image Super-Resolution via Iterated Shared Prior Learning
Pattern Recognition - 44th DAGM German Conference, DAGM GCPR 2022, Proceedings
151-165
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Stabilization of spherical videos based on feature uncertainty
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Keypoint Transformer
Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022
11080-11090
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Geometric modeling of aortic dissections through convolution surfaces
Medical Imaging 2022
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OnlyCaps-Net, a Capsule only Based Neural Network for 2D and 3D Semantic Segmentation
Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings
340-349
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Bringing any Medical 3D Scan onto Augmented Reality Hardware - A Streamlined Data Pipeline
Medical Imaging 2022
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CranGAN
44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022
603-608
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Automatic Detection of Periapical Osteolytic Lesions on Cone-beam Computed Tomography Using Deep Convolutional Neuronal Networks
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PCA-Skull
Towards the Automatization of Cranial Implant Design in Cranioplasty 2 - Second Challenge, AutoImplant MICCAI 2021, Proceedings
105-115
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Learning to Rearrange Voxels in Binary Segmentation Masks for Smooth Manifold Triangulation
Towards the Automatization of Cranial Implant Design in Cranioplasty II
45-62
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Inside-Out Instrument Tracking for Surgical Navigation in Augmented Reality
VRST '21
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MUG500+
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Effects of pre‐operative risk factors on intensive care unit length of stay (Icu‐los) in major oral and maxillofacial cancer surgery
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Automatic skull defect restoration and cranial implant generation for cranioplasty
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S*ReLU: Learning Piecewise Linear Activation Functions via Particle Swarm Optimization
VISAPP
645-652
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A web client-based online DICOM browser and NRRD converter for Studierfenster
Medical Imaging 2021
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Computed Tomography Reconstruction Using Generative Energy-Based Priors
Proceedings of the OAGM Workshop 2021
52-58
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Deep learning and particle filter-based aortic dissection vessel tree segmentation
Medical Imaging 2021
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SkullBreak / SkullFix – Dataset for automatic cranial implant design and a benchmark for volumetric shape learning tasks
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Increasing the Resilience of European Transport Infrastructure
Civil Structural Health Monitoring - Proceedings of CSHM-8 Workshop
761-774
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Rotation alignment of a camera-IMU system using a single affine correspondence
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Accurate real-time visual SLAM combining building models and GPS for mobile robot
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Grand Challenges in Immersive Analytics
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2021 IEEE International Conference on Robotics and Automation (ICRA)
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2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
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Acceleration of MR Measurements for Age Estimation
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From Local to Global Random Regression Forests: Exploring Anatomical Landmark LocalizationMedical Image Computing and Computer-Assisted Intervention – MICCAI 2016221-229
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Validation of TGV regularized accelerated MR reconstruction by age estimation.
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Automated Age Estimation from Hand MRI Volumes Using Deep LearningMedical Image Computing and Computer-Assisted Intervention – MICCAI 2016194-202
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ATGV-Net: Accurate Depth Super-Resolution
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Joint M-Best-Diverse Labelings as a Parametric Submodular MinimizationAdvances in Neural Information Processing Systems 29334-342
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A Deep Primal-Dual Network for Guided Depth Super-Resolution
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Segmentierung medizinischer Bilddaten und bildgestützte intraoperative Navigation
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Development of a computer-aided design software for dental splint in orthognathic surgery
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Automated Segmentation of the Walkable Area from Aerial Images for Evacuation Simulation
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Learning Joint Demosaicing and Denoising Based on Sequential Energy Minimization
IEEE International Conference on Computational Photography (ICCP)
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Complexity of Discrete Energy Minimization Problems
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Large-Scale Semantic 3D Reconstruction: an Adaptive Multi-Resolution Model for Multi-Class Volumetric Labeling
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Automatic localization of locally similar structures based on the scale-widening random regression forest
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI)
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Convolutional Networks for Shape from Light Field
IEEE Conference on Computer Vision and Pattern Recognition (2016)
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Partial Optimality by Pruning for MAP-Inference with General Graphical Models
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Image-guided real-time-segmentation of the mandibular bone: Can a simple Segmentation approach provide a satisfying result for a practicable use?
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The development of a simulation tool for clinical use in image-guided percutaneous minimally invasive cancer treatment (MICT)-the GoSmart project
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IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016
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Visualization-Guided Evaluation of Simulated Minimally Invasive Cancer Treatment
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Scalable Mobile Image Recognition for Real-Time Video Annotation
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GlassHands: Interaction Around Unmodified Mobile Devices Using Sunglasses
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Direct Stereo Visual Odometry Based on Lines
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Pathfinder: Visual Analysis of Paths in Graphs
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Instant Mixed Reality Lighting from Casual Scanning
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Adaptive Information Density for Augmented Reality Displays
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Springer Tracts in Advanced Robotics
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Clinical Evaluation of Mandibular Bone Segmentation
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From Individual Hand Bone Age Estimates to Fully Automated Age Estimation via Learning-Based Information Fusion
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI)
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Image-Space Illumination for Augmented Reality in Dynamic Environments
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Variational Shape from Unconventional Imaging Devices
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Minimal solutions for the multicamera pose estimation problem.
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Towards Mobile Recognition and Verification of Holograms using Orthogonal Sampling
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Age estimation in adolescents and young adults using MRI data of the manubrium
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Maximum Persistency via Iterative Relaxed Inference With Graphical Models
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Navigation assistance and guidance of older adults across complex, public spaces: the DALi approach
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Real-time Detection and Recognition of Machine-Readable Zones with Mobile Devices
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Projection onto the Manifold of Elongated Structures for Accurate Extraction
2015 IEEE International Conference on Computer Vision (ICCV)
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Depth Restoration via Joint Training of a Global Regression Model and CNNs
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What automated age estimation of hand and wrist MRI data tells us about skeletal maturation in male adolescents
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Event-Driven Stereo Matching for Real-Time 3D Panoramic Vision
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Bézier Curves in the Space of Images.
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Assessment of fiducial markers to enable the co-registration of photographs and MRI data
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FlexISP: a flexible camera image processing framework
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