Publications of the Augmented Vision Group at the DFKI Kaiserslautern

Deployment of Deep Neural Networks for Object Detection on Edge AI Devices with Runtime Optimization
authors Lukas Stefan Stäcker, Juncong Fei, Philipp Heidenreich, Frank Bonarens, Jason Raphael Rambach, Didier Stricker, Christoph Stiller,
IEEE (Hrsg.). Proceedings of the IEEE International Conference on Computer Vision Workshops - ERCVAD Workshop on Embedded and Real-World Computer Vision in Autonomous Driving. International Conference on Computer Vision (ICCV-2021) October 11-17 Online/Virtual IEEE 2021 .
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Comparing Head and AR Glasses Pose Estimation
authors Ahmet Firintepe, Oussema Dhaouadi, Alain Pagani, Didier Stricker,
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
authors Nareg Minaskan Karabid, Alain Pagani, Charles-Alban Dormoy, Jean-Marc Andre, Didier Stricker,
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
authors Fangwen Shu, Yaxu Xie, Jason Raphael Rambach, Alain Pagani, Didier Stricker,
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
authors Muhammad Ahmed, Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal,
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
authors Maria Teresa Linaza, Jorge Posada, Jürgen Bund, Peter Eisert, Marco Quartulli, Jürgen Döllner, Alain Pagani, Igor G. Olaizola, Andre Barriguinha, Theocharis Moysiadis, Laurent Lucat,
Paul Kwan (Hrsg.). Agronomy 11 1227 Seiten 1-14 MDPI 6/2021 .
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SEMANTIC SEGMENTATION IN DEPTH DATA : A COMPARATIVE EVALUATION OFIMAGE AND POINT CLOUD BASED METHODS
authors Jigyasa Singh Katrolia, Lars Kraemer, Jason Raphael Rambach, Bruno Mirbach, Didier Stricker,
Proceedings of ICIP. IEEE International Conference on Image Processing (ICIP-2021) 28th IEEE International Conference on Image Processing (IEEE - ICIP) September 19-22 Anchorage, Alaska Alaska United States IEEE 2021 .
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Calibration and Auto-Refinement for Light Field Cameras
authors Yuriy Anisimov, Gerd Reis, Didier Stricker,
Vaclav Skala Union Agency (Hrsg.). 28. International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision'2020. International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG-2021) May 17-20 Pilsen Czech Republic Vaclav Skala Union Agency 2021 .
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Fast Gravitational Approach for Rigid Point SetRegistration With Ordinary Differential Equations
authors Sk Aziz Ali, Kerem Kahraman, Christian Theobalt, Didier Stricker, Vladislav Golyanik,
Mingbo Zhao (Hrsg.). IEEE Access (IEEE) 9 Seiten 79060-79079 IEEE Access 6/2021 .
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Mixed reality applications in urology: Requirements and future potential
authors Gerd Reis, Mehmet Yilmaz, Jason Raphael Rambach, Alain Pagani, Rodrigo Suarez-Ibarrola, Arkadiusz Miernik, Paul Lesur, Nareg Minaskan Karabid,
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
authors Ahmet Firintepe, Carolin Vey, Stylianos Asteriadis, Alain Pagani, Didier Stricker,
Nadia Magnenat Thalmann (Hrsg.). Journal of Imaging 7 80 Seiten 1-18 MDPI 4/2021 .
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RPSRNet: End-to-End Trainable Rigid Point Set Registration Network usingBarnes-Hut 2^D-Tree Representation
authors Sk Aziz Ali, Kerem Kahraman, Gerd Reis, Didier Stricker,
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). International Conference on Computer Vision and Pattern Recognition (CVPR-2021) June 19-25 Virtual IEEE 6/2021 .
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A Comparison of Single and Multi-View IR image-based AR Glasses Pose Estimation Approaches
authors Ahmet Firintepe, Alain Pagani, Didier Stricker,
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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PlaneSegNet: Fast and Robust Plane Estimation Using a Single-stage Instance Segmentation CNN
authors Yaxu Xie, Jason Raphael Rambach, Fangwen Shu, Didier Stricker,
IEEE. IEEE International Conference on Robotics and Automation (ICRA-2021) May 30-June 5 Xi'an China IEEE 2021 .
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Controlling Teleportation-Based Locomotion in Virtual Reality with Hand Gestures: A Comparative Evaluation of Two-Handed and One-Handed Techniques
authors Alexander Schäfer, Gerd Reis, Didier Stricker,
Electronics (Electronics) Recent Advances in Virtual Reality and Augmented Reality 10 Seiten 1-21 MDPI Switzerland 3/2021 .
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An Adversarial Training based Framework for Depth Domain Adaptation
authors Jigyasa Singh Katrolia, Lars Krämer, Jason Raphael Rambach, Bruno Mirbach, Didier Stricker,, , , and
Proceedings of the 16th VISAPP. International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP-2021) 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications February 8-10 online Springer 2021 .
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