Dr. Alain Pagani
E-Mail: | alain.pagani@dfki.de |
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Position: | Deputy Director |
Phone: | +49 631 20575-3530 |
Dr. Alain Pagani is Principal Researcher and deputy director of the Augmented Vision research department at the German Research Center for Artificial Intelligence (DFKI). His research interests include Artificial Intelligence, Computer Vision, Image Understanding, and Extended Reality. He is the coordinator of the Network of Excellence dAIEDGE about distributed AI at the edge, and the coordinator of the Horizon Europe project CORTEX² about remote cooperation using extended reality. He is lecturer at the University of Kaiserslautern-Landau, and he published over 100 articles in conferences and journals. His research finds applications in eXtended Reality for telecooperation (project “CORTEX²”, EU Grant 101070192), Artificial Intelligence and Computer Vision for Human-Robot cooperation (project “FLUENTLY”, EU Grant 101058680), Artificial Intelligence and Augmented Reality for analysis of extremely large data (project “ExtremeXP”, EU Grant 101093164).
G3FA: Geometry-guided GAN for Face Animation
In: Proc. of the. British Machine Vision Conference (BMVC-2024), BMVA, 2024.
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SG-PGM: Partial Graph Matching Network with Semantic Geometric Fusion for 3D Scene Graph Alignment and Its Downstream Tasks
In: Conference on Computer Vision and Pattern Recognition. International Conference on Computer Vision and Pattern Recognition (CVPR-2024), June 17-24, Seattle, WA, USA, IEEE, 2024.
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MiKASA: Multi-Key-Anchor & Scene-Aware Transformer for 3D Visual Grounding
In: Proceedings of. International Conference on Computer Vision and Pattern Recognition (CVPR-2024), June 17-21, Seattle, WA, USA, IEEE/CVF, 2024.
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Avatar quality: A study on presence and user preference
In: Proceedings of. IEEE International Conference on Artificial Intelligence and Extended and Virtual Reality (AIxVR-2024), IEEE, 2024.
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SphereCraft: A Dataset for Spherical Keypoint Detection, Matching and Camera Pose Estimation
In: IEEE/CVF Winter Conference on Applications of Computer Vision. IEEE Winter Conference on Applications of Computer Vision (WACV-2024), January 4-8, Waikoloa, Hawaii, USA, IEEE, 1/2024.
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Polar-Ano: Surface Anomaly Detection via Deep Polarization Imaging and Data Synthesis with Physic-based Rendering
In: 2023 17th International Conference on Signal-Image Technology & Internet-Based Systems. International Conference on Signal-Image Technology & Internet-Based Systems (SITIS-2023), November 8-10, Bangkok, Thailand, IEEE, 2023.
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Vision-Based Ladle Monitoring System for Steel Factories
In: Proceedings of the 1st European Symposium on Artificial Intelligence in Manufacturing. European Symposium on Artificial Intelligence in Manufacturing (ESAIM-2023), September 19, Kaiserslautern, Germany, 2023.
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Camera-based position analysis system for cyclists ordering in bicycle swarms
In: Workshop on Smart Urban Micromobility. Mensch und Computer (MuC-2023), September 3-6, Zürich, Switzerland, ACM, 2023.
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Dynamic Cost Volumes with Scalable Transformer Architecture for Optical Flow
In: Irish Pattern Recognition and Classification Society. Irish Machine Vision and Image Processing Conference (IMVIP-2023), August 30 - September 1, Galway, Ireland, zenodo, 2023.
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CORTEX² Extended collaborative telepresence for future work and education
In: Research Colloquium. Leading & Managing in the Digital Era (LMDE-2023), June 19-20, Athens, Greece, LMDE, 2023.
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Towards Incorporating 3D Space-Awareness into an Augmented Reality Sign Language Interpreter
In: Proceedings of the Eighth International Workshop on Sign Language Translation and Avatar Technology. International Workshop on Sign Language Translation and Avatar Technology (SLTAT-2023), located at ICASSP 2023, June 10, Rhodes, Greece, IEEE, 6/2023.
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Learning Attention Propagation for Compositional Zero-Shot Learning
In: Proceedings of. IEEE Winter Conference on Applications of Computer Vision (WACV-2023), IEEE Xplore, 2023.
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Principles of Object Tracking and Mapping
In: Andrew Yeh Ching Nee; Soh Khim Ong. Springer Handbook of Augmented Reality. Pages 53-84, Springer Handbooks, ISBN 978-3-030-67821-0, Springer, Switzerland, 1/2023.
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Structure PLP-SLAM: Efficient Sparse Mapping and Localization using Point, Line and Plane for Monocular, RGB-D and Stereo Cameras
In: IEEE. IEEE International Conference on Robotics and Automation (ICRA-2023), May 29 - June 2, London, United Kingdom, IEEE, 2023.
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Rethinking Learnable Proposals for Graphical Object Detection in Scanned Document Images
Applied Sciences (MDPI) 12 20 Seiten 1-22 MDPI Switzerland 10/2022 .
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Attention-Guided Disentangled Feature Aggregation for Video Object Detection
Sensors - Open Access Journal (Sensors) 22 21 Seiten 1-17 MDPI Switzerland 11/2022 .
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BoxMask: Revisiting Bounding Box Supervision for Video Object Detection
In: Winter Conference on Applications of Computer Vision 2023. IEEE Winter Conference on Applications of Computer Vision (WACV-2023), January 3-8, Waikoloa, HI, USA, CVF, 2023.
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Mask-Aware Semi-Supervised Object Detection in Floor Plans
Applied Sciences (Hrsg.). Applied Sciences (MDPI) 12 9 Seiten 1-18 MDPI Switzerland 9/2022 .
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A narrative review of immersive virtual reality’s ergonomics and risks at the workplace: cybersickness, visual fatigue, muscular fatigue, acute stress, and mental overload
Virtual Reality 1 Seiten 1-32 Springer 7/2022 .
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3D Reconstruction from a Single RGB Image using Deep Learning: A Review
Journal of Imaging (MDPI J) 8 225 Seiten 1-23 MDPI 8/2022 .
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Investigating Attention Mechanism for Page Object Detection in Document Images
Applied Sciences (MDPI) 12 15 Seiten 3390-3408 MDPI Switzerland 7/2022 .
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Deep Orientation-Guided Gender Recognition from Face Images
International Conference on Pattern Recognition Systems. International Conference on Pattern Recognition Systems (ICPRS-2022) June 7-10 Saint-Étienne France IEEE 2022 .
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Human intelligent machine teaming in single pilot operation: A case study
HCI International 2022. Human Computer Interaction International Conferences (HCII-2022) June 26-July 1 Gothenburg/Virtual Sweden Springer 2022 .
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Toward Semi-Supervised Graphical Object Detection in Document Images
Future Internet (MDPI) 14 6 Seiten 176-198 MDPI Switzerland 6/2022 .
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Exploiting Concepts of Instance Segmentation to Boost Detection in Challenging Environments
Sensors - Open Access Journal (Sensors) 22 Seiten 3703-3722 MDPI Switzerland 5/2022 .
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EmmDocClassifier: Efficient Multimodal Document Image Classifier for Scarce Data
Applied Sciences (MDPI) 12 3 Seiten 1-18 MDPI 1/2022 .
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CasTabDetectoRS: Cascade Network for Table Detection in Document Images with Recursive Feature Pyramid and Switchable Atrous Convolution
Journal of Imaging (MDPI J) 7 10 Seiten 214-237 MDPI 10/2021 .
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Contrastive Learning for 3D Point Clouds Classification and Shape Completion
Sensors - Open Access Journal (Sensors) 21 Seiten 1-17 MDPI Switzerland 11/2021 .
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HybridTabNet: Towards Better Table Detection in Scanned Document Images
Antonio Fernández (Hrsg.). Applied Sciences (MDPI) 11 18 Seiten 8396-8418 MDPI Switzerland 9/2021 .
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Towards Robust Object detection in Floor Plan Images: A Data Augmentation Approach
Applied Sciences (MDPI) 11 23 Seiten 1-22 MDPI 11/2021 .
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Pose Tracking vs. Pose Estimation of AR Glasses with Convolutional, Recurrent, and Non-Local Neural Networks: A Comparison
Proceedings of. EuroXR International Conference (EuroXR-2021) November 24-26 Milan Italy MDPI 2021 .
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PlaneRecNet: Multi-Task Learning with Cross-Task Consistency for Piece-Wise Plane Detection and Reconstruction from a Single RGB Image
British Machine Vision Conference. British Machine Vision Conference (BMVC-2021) November 22-25 United Kingdom British Machine Vision Conference 11/2021 .
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A Comprehensive Survey of Depth Completion Approaches
In: Sensors - Open Access Journal (Sensors), Vol. 22, No. 18, Pages 1-18, MDPI, 9/2022.
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Cascade Network with Deformable Composite Backbone for Formula Detection in Scanned Document Images
Applied Sciences (MDPI) 11 16 Seite 7610 MDPI Switzerland 8/2021 .
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Comparing Head and AR Glasses Pose Estimation
IEEE Adjunct Proceeding of. IEEE International Symposium on Mixed and Augmented Reality (ISMAR-21) IEEE 2021 .
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A Study of Human-Machine Teaming For Single Pilot Operation with Augmented Reality
IEEE Adjunct Proceeding of. IEEE International Symposium on Mixed and Augmented Reality (ISMAR-21) IEEE 2021 .
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Visual SLAM with Graph-Cut Optimized Multi-Plane Reconstruction
IEEE. IEEE International Symposium on Mixed and Augmented Reality (ISMAR-2021) October 4-8 Bari Italy IEEE 2021 .
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Survey and Performance Analysis of Deep Learning Based Object Detection in Challenging Environments
Radu Danescu (Hrsg.). Sensors - Open Access Journal (Sensors) 21 15 Seiten 1-30 MDPI 2021 .
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Data-Driven Artificial Intelligence Applications for Sustainable Precision Agriculture
Paul Kwan (Hrsg.). Agronomy 11 1227 Seiten 1-14 MDPI 6/2021 .
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Mixed reality applications in urology: Requirements and future potential
Elsevier (Hrsg.). Annals of Medicine and Surgery 66 Seiten 1-6 Elsevier 2021 .
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From IR Images to Point Clouds to Pose: Point Cloud-Based AR Glasses Pose Estimation
Nadia Magnenat Thalmann (Hrsg.). Journal of Imaging 7 80 Seiten 1-18 MDPI 4/2021 .
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A Comparison of Single and Multi-View IR image-based AR Glasses Pose Estimation Approaches
Proceedings of the IEEE Virtual Reality conference. IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) (IEEEVR-2021) IEEE 2021 .
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SLAM in the Field: An Evaluation of Monocular Mapping and Localization on Challenging Dynamic Agricultural Environment
Winter Conference on Applications of Computer Vision. IEEE Winter Conference on Applications of Computer Vision (WACV-2021) January 5-9 Waikoloa Hawaii United States IEEE 2021 .
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HMDPose: A large-scale trinocular IR Augmented Reality Glasses Pose Dataset
Proc. of. ACM Symposium on Virtual Reality Software and Technology (VRST-2020) ACM 2020 .
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AutoPOSE: Large-Scale Automotive Driver Head Pose and Gaze Dataset with Deep Head Pose Baseline
International Conference on Computer Vision Theory and Applications (VISAPP). International Conference on Computer Vision Theory and Applications (VISAPP-2020) 15th February 27-29 Valletta Malta SCITEPRESS Digital Library 2020 .
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Automatic Museum Audio Guide
Sensors - Open Access Journal (sensors) 20 779 Seiten 1-25 MDPI 2020 .
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Augmented Reality Geovisualisation for Underground Utilities
Journal of Photogrammetry, Remote Sensing and Geoinformation Science (PFG) 1 Seiten 1-13 Springer 4/2020 .
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The More, the Merrier? A Study on In-Car IR-based Head Pose Estimation
Proceedings. IEEE Intelligent Vehicles Symposium (IV-2020) 31st October 20-23 Las Vegas Nevada United States IEEE 2020 .
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A human factors’ approach for multimodal collaboration with Cognitive Computing to create a Human Intelligent Machine Team: a Review
In: 10th EASN International Conference on Innovation in Aviation & Space to the Satisfaction of the European Citizens (10th EASN 2020). EASN International Conference on Innovation in Aviation and Space to the Satisfaction of the European Citizens, September 2-5, IOP Conference Series: Materials Science and Engineering, Vol. 1024, IOP Publishing, 1/2021.
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SlamCraft: Dense Planar RGB Monocular SLAM
Proceedings of. IAPR Conference on Machine Vision Applications (MVA-2019) May 27-31 Tokyo Japan IAPR 2019 .
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Augmented Reality in Physics education: Motion understanding using an Augmented Airtable
EuroVR (Hrsg.). European Association on Virtual and Augmented Reality. EuroVR (EuroVR-2019) October 23-25 Tallin Estonia Springer 2019 .
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Image Quality-Aware Deep Networks Ensemble for Efficient Gender Recognition in the Wild
International Conference on Computer Vision Theory and Applications (VISAPP-18), 13th, January 27-29, Funchal, Madeira, Portugal
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6DoF Object Tracking based on 3D Scans for Augmented Reality Remote Live Support
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Learning 6DoF Object Poses from Synthetic Single Channel Images
IEEE International Symposium on Mixed and Augmented Reality (ISMAR-2018), 17th, October 16-20, München, Germany
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Universal Web-Based Tracking for Augmented Reality Applications
EuroVR (EuroVR-2018), October 22-23, London, United Kingdom
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Eyes of Things
In: Sensors - Open Access Journal (Sensors), Vol. 17, No. 5, Pages 1173-1201, MDPI, 5/2017.
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Augmented Things: Enhancing AR Applications leveraging the Internet of Things and Universal 3D Object Tracking
IEEE Adjunct Proceeding of IEEE International Symposium on Mixed and Augmented Reality (ISMAR-17), October 9-13, Nantes, France
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Fusion of unsynchronized optical tracker and inertial sensor in EKF framework for in-car Augmented Reality delay reduction
IEEE Adjunct Proceeding of IEEE International Symposium on Mixed and Augmented Reality (ISMAR-17), October 9-13, Nantes, France
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Sparse-MVRVMs Tree for Fast and Accurate Head Pose Estimation in the Wild
Proceedings of the International Conference on Computer Analysis of Images and Patterns International Conference on Computer Analysis of Images and Patterns (CAIP-17), August 22-24, Ystad, Sweden
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Eyes of Things
Proceedings of the IEEE International Conference on Cloud Engineering IEEE International Conference on Cloud Engineering (IC2E-2017)
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Sensors for location-based Augmented Reality - the example of Galileo and EGNOS
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences Congress of the International Society of Photogrammetry and Remote Sensing (ISPRS) (ISPRS-16)
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Learning to Fuse: A Deep Learning Approach to Visual-Inertial Camera Pose Estimation
IEEE International Symposium on Mixed and Augmented Reality (ISMAR-2016), September 19-23, Merida, Mexico
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Feature-augmented Trained Models for 6DOF Object Recognition and Camera Calibration
Proceedings of the International Conference on Computer Vision Theory and Applications International Conference on Computer Vision Theory and Applications (VISAPP-16)
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LARA: A location-based and augmented reality assistive system for underground utilities' networks through GNSS
Proceedings of the International Conference on Virtual System and Multimedia International Conference on Virtual Systems and MultiMedia (VSMM-16)
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LBS Augmented Reality Assistive Systems for utilities infrastructure management through Galileo and EGNOS
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences Congress of the International Society of Photogrammetry and Remote Sensing (ISPRS) (ISPRS-16)
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Reality models for efficient registration in Augmented Reality
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Real-Time Head Pose Estimation Using Multi-Variate RVM on Faces in the Wild
International Conference on Computer Analysis of Images and Patterns (CAIP-2015), 16th, September 2-4, Valletta, Malta
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Advancing Physics Learning Through Traversing a Multi-Modal Experimentation Space
Workshop Proceedings of the 11th International Conference on Intelligent Environments International Conference on Intelligent Environments (IE-2015)
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Reality Models for efficient registration in Augmented Reality
PhD-Thesis, Technische Universität Kaiserslautern, ISBN 978-3843920117, Dr. Hut Verlag, 2015.
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A user supported object tracking framework for interactive video production
k.A.; : Journal of Virtual Reality and Broadcasting
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Consistent Pose Uncertainty Estimation for Spherical Cameras
International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG-2014), 22nd, June 2-5, Pilzen, Czech Republic
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A Superior Tracking Approach: Building a strong Tracker through Fusion
Computer Vision ECCV 2014 European Conference on Computer Vision (ECCV-14), September 6-12, Zürich, Switzerland
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OnEye – Producing and broadcasting generalized interactive videos
2013 NEM Summit - Conderence Proceedings Networked and Electronic Media Summit (NEM Summit-2013), October 28-30, Nantes, France
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Bildbasierte Messung und Analyse sportlicher Aktivitäten
15. Frühjahrsschule "Informations- und Kommunikationstechnologien in der angewandten Trainingswissenschaft" Frühjahrsschule Informations- und Kommunikationstechnologien in der angewandten Trainingswissenschaft, 15. April 17-18, Leipzig, Germany
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A user supported tracking framework for interactive video production
Proceedings of the 10th European Conference on Visual Media Production Conference on Visual Media Production (CVMP-13), 10th, November 6-7, London, United Kingdom
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Robust Guided Matching and Multi-layer Feature Detection Applied to High Resolution Spherical Images
International Conference on Computer Vision Theory and Applications (VISAPP-2013), 8th, February 21-24, Barcelona, Spain
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Real-time Modeling and Tracking Manual Workflows from First-Person Vision
Proceedings of the International Symposium on Mixed and Augmented Reality 2013 IEEE International Symposium on Mixed and Augmented Reality (ISMAR-2013), October 1-4, Adelaide, South Australia, Australia
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Markerless Camera Pose Estimation - An Overview
Visualization of Large and Unstructured Data Sets - Applications in Geospatial Planning, Modeling and Engineering International Research Training Group Workshop (IRTG-1131), March 19-21, Bodega Bay, CA, USA
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Dense 3D Point Cloud Generation from Multiple High-Resolution Spherical Images
International Symposium on Virtual Reality, Archaeology and Cultural Heritage (VAST-2011), 12th, October 19-21, Prato, Italy
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Structure from Motion using full spherical panoramic cameras
Proceedings of the 11th Workshop on Omnidirectional Vision, Camera Networks and Non-classical Cameras Workshop on Omnidirectional Vision, Camera Networks and Non-classical Cameras (OMNIVIS-2011), November 6-13, Barcelona, Spain
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Circular markers for camera pose estimation
Proceedings of the 12th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2011) International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS-2011), 12th, April 13-15, Delft, Netherlands
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Robust point matching in HDRI through estimation of illumination distribution
Proceedings of the 33rd Annual Pattern Recognition Symposium of the German Association for Pattern Recognition (DAGM) 2011 Annual Symposium of the German Association for Pattern Recognition (DAGM-2011), 33rd, August 30 - September 2, Frankfurt am Main, Germany
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Detection and Identification Techniques for Markers Used in Computer Vision
Visualization of Large and Unstructured Data Sets - Applications in Geospatial Planning, Modeling and Engineering International Research Training Group Workshop (IRTG-1131), March 19-21, Bodega Bay, CA, USA
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SIFT in perception-based color space International Conference on Image Processing (ICIP-2010), September 26-29, Hong Kong
International Conference on Image Processing IEEE International Conference on Image Processing (ICIP-2010), September 26-29, Hong Kong
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Robust Detection and Identification of Partially Occluded Circular Markers International Conference on Computer Vision Theory and Applications (VISAPP), located at VISIGRAPP, May 17-21, Angers, France
International Conference on Computer Vision Theory and Applications International Conference on Computer Vision Theory and Applications (VISAPP), located at VISIGRAPP, May 17-21, Angers, France
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Real-time Camera Pose Estimation using Correspondences with High Outlier Ratios - Solving the Perspective n-Point Problem using Prior Probability
VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010 - Volume 1 International Conference on Computer Vision Theory and Applications (VISAPP-2010), located at VISIGRAPP 2010, May 17-21, Angers, France
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Canaux projectifs intégraux pour la mise en correspondance de régions
Actes des Journées ORASIS Congrès des jeunes chercheurs en vision par ordinateur (ORASIS-09), June 8-12, Trégastel, France
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Learning Local Patch Orientation with a Cascade of Sparse Regressors British Machine Vision Conference (BMVC), September 7-10, London, United Kingdom
British Machine Vision Conference British Machine Vision Conference (BMVC-09), September 7-10, London, United Kingdom
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In-Situ Visualization for Cultural Heritage Sites using Novel Augmented Reality Technologies International Conference on Graphic Archeology and Cultural Heritage - Arqueológica, June 17-20, Sevilla, Spain
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Integral P-Channels for fast and robust region matching International Conference on Image Processing (ICIP-09), November 7, Cairo, Egypt
International Conference on Image Processing IEEE International Conference on Image Processing (ICIP-09), November 7, Cairo, Egypt
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In-Situ Visualization for Cultural Heritage Sites using Novel Augmented Reality Technologies
In: Proceedings. International Conference on Graphic Archeology and Cultural Heritage - Arqueológica (Arqueológica-2009), 1st, June 17-20, Seville, Spain, 2009.
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Reality Filtering: A Visual Time Machine in Augmented Reality
Proceedings of the 9th International Symposium on Virtual Reality, Archaeology and Cultural Heritage International Symposium on Virtual Reality, Archaeology and Cultural Heritage (VAST-08), December 2-5, Braga, Portugal
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Spatially Uniform Colors for Projectors and Tiled Displays
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Feature Management for Efficient Camera Tracking
Asian Conference on Computer Vision 8 Asian Conference on Computer Vision (ACCV-2007), located at 8th, November 18-22, Tokyo, Japan
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IMPROVE: Designing Effective Interaction for Virtual and Mixed Reality Environments
In: Proceedings. Human Computer Interaction International Conferences (HCII-2007), 12th, July 22-27, Beijing, China, 2007.
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IMPROVE: An innovative application for collaborative mobile mixed reality design review
In: International Journal on Interactive Design and Manufacturing (IJIDeM), Vol. 1, Pages 1-12, Springer, 2007.
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An Architecture for Prototyping and Application Development of Visual Tracking Systems
In: 2007 3DTV Conference. 3DTV Conference (3DTV-2007), May 7-9, Kos Island, Greece, IEEE, 11/2007.
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IMPROVE: Collaborative Design Review in Mobile Mixed Reality
In: Proceedings. Human Computer Interaction International Conferences (HCII-2007), located at 12th, July 22-27, Beijing, China, 2007.
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IMPROVE: Advanced Displays and Interaction Techniques for Collaborative Design Review
In: Proceedings. Human Computer Interaction International Conferences (HCII-2007), 12th, July 22-27, Beijing, China, 2007.
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Photometric and Chromatic Calibration for Multi-Projector Tiled Displays
In: Proceedings. Color Imaging Conference (CIC), 14th, November 6-10, Scottsdale, Arizona, USA, IS&T / SID, 2006.
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IMPROVE: An Innovative Application for Collaborative Mobile Mixed Reality Design Review
In: Research in Interactive Design. Proceedings. Vol.2.: Proceedings of Virtual Concept 2006. Virtual Concept Conference (VCC-2006), November 26 - December 1, Cancun, Mexico, ISBN 978-2-287-48363-9, Springer, Paris, 5/2006.
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Visual Tracking for Augmented Reality: No Universal Solution but Many Powerful Building Blocks
In: Proceedings. GI-Workshop "Virtuelle und Erweiterte Realität" (GI VR/AR-2005), 2005.
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A comparative study of seven solutions to the PnP problem
In: Proceedings. Congrès des jeunes chercheurs en vision par ordinateur (ORASIS-2003), Gerardmer, France, 2003.
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