Dr. Alain Pagani
| E-Mail: | alain.pagani@dfki.de |
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| Position: | Deputy Director |
| Phone: | +49 631 20575-3530 |
Dr. Alain Pagani studied computer science at the Ecole Centrale (Lyon, France, 2001) and at the Technical University of Darmstadt (Germany, 2003). He started his career as a researcher at the Augmented Reality department of the Fraunhofer Institute for Computer Graphics (Fraunhofer IGD, Darmstadt, Germany). In 2008, he participated to the creation of the Augmented Vision department of the German Research Center for Artificial Intelligence (DFKI) in Kaiserslautern, where he currently acts as deputy director. He obtained his PhD from the University of Kaiserslautern with a thesis entitled “Reality Models for efficient registration in Augmented Reality”, in which he tackled the problem or real-time pose estimation for AR using various mathematical models of real scenes.
His research interests include Computer Vision, Artificial Intelligence, Image Understanding, Augmented Reality and Machine Learning, and he published over 30 articles in conferences and journals. Parallel to his work at DFKI, he gives lectures at the Technical University of Kaiserslautern (“Computer Vision: Object and People Tracking”, and “3D Computer Vision”).
In his recent research activities, he contributes to European projects (Horizon 2020 programme), with applications such as miniature energy-efficient cameras for the Internet of Things (“Eyes of Things”, EU Grant 643924) and Augmented Reality using Global Navigation Satellite Systems (“LARA”, EU Grant 641460), as well as to industrial applications.
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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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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Eyes of Things
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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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Spatially Uniform Colors for Projectors and Tiled Displays
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