Publications

Exploiting Concepts of Instance Segmentation to Boost Detection in Challenging Environments
authors Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal,
Sensors - Open Access Journal (Sensors) 22 Seiten 3703-3722 MDPI Switzerland 5/2022 .
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Towards Artefact Aware Human Motion Capture using Inertial Sensors Integrated into Loose Clothing
authors Michael Lorenz, Gabriele Bleser, Takayuki Akiyama, Takehiro Niikura, Bertram Taetz, Didier Stricker,
Proceedings of 2022 IEEE International Conference on Robotics and Automation 2022. IEEE International Conference on Robotics and Automation (ICRA-2022) May 23-27 Philadelphia PA United States IEEE 5/2022 .
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Unsupervised Multi-Sensor Anomaly Localization with Explainable AI
authors Mina Ameli, Viktor Pfanschilling, Anar Amirli, Wolfgang Maaß, Kristian Kersting,
IFIP Artificial Intelligence Applications and Innovations Proceedings of AIAI 2022. International Conference on Artificial Intelligence Applications and Innovations (AIAI-2022) June 17-20 Crete Greece 646 ISBN 978-3-031-08332-7 Springer 2022 .
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RMS-FlowNet: Efficient and Robust Multi-Scale Scene Flow Estimation for Large-Scale Point Clouds
authors Ramy Battrawy, René Schuster, Mohammad-Ali Nikouei Mahani, Didier Stricker,
In: International Conference on Robotics and Automation. IEEE International Conference on Robotics and Automation (ICRA-2022), IEEE International Conference on Robotics and Automation, May 23-27, Philadelphia, Pennsylvania (PA), USA, IEEE, 2022.
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EmmDocClassifier: Efficient Multimodal Document Image Classifier for Scarce Data
authors Shrinidhi Kanchi, Alain Pagani, Hamam Mokayed, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal,
Applied Sciences (MDPI) 12 3 Seiten 1-18 MDPI 1/2022 .
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AnyGesture: Arbitrary One-Handed Gestures for Augmented, Virtual, and Mixed Reality Applications
authors Alexander Schäfer, Gerd Reis, Didier Stricker,
Applied Sciences (MDPI) 12 4 Seiten 1-21 MDPI Switzerland 2/2022 .
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CasTabDetectoRS: Cascade Network for Table Detection in Document Images with Recursive Feature Pyramid and Switchable Atrous Convolution
authors Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal,
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
authors Danish Nazir, Muhammad Zeshan Afzal, Alain Pagani, Marcus Liwicki, Didier Stricker,
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
authors Danish Nazir, Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal,
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
authors Shashank Mishra, Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal,
Applied Sciences (MDPI) 11 23 Seiten 1-22 MDPI 11/2021 .
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HandVoxNet++: 3D Hand Shape and Pose Estimation using Voxel-Based Neural Networks
authors Muhammad Jameel Nawaz Malik, Didier Stricker, Sk Aziz Ali, Vladislav Golyanik, Soshi Shimada, Ahmed Elhayek, Christian Theobalt,
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 1 Seiten 1-13 IEEE 11/2021 .
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Portable Ultrasound Research System for Use in Automated Bladder Monitoring with Machine-Learning-Based Segmentation
authors Marc Fournelle, Tobias Grün, Daniel Speicher, Steffen Weber, Mehmet Yilmaz, Dominik Schoeb, Arkadiusz Miernik, Gerd Reis, Steffen Tretbar, Holger Hewener,
Ayman El-baz , Guruprasad A. Giridharan , Ahmed Shalaby , Ali H. Mahmoud , Mohammed Ghazal (Hrsg.). Sensors - Open Access Journal (Sensors) 21 19, 6481 Seite 6481 MDPI 6/2021 .
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Pose Tracking vs. Pose Estimation of AR Glasses with Convolutional, Recurrent, and Non-Local Neural Networks: A Comparison
authors Ahmet Firintepe, Sarfaraz Habib, Alain Pagani, Didier Stricker,
Proceedings of. EuroXR International Conference (EuroXR-2021) November 24-26 Milan Italy MDPI 2021 .
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TICaM: A Time-of-flight In-car Cabin Monitoring Dataset
authors Jigyasa Singh Katrolia, Ahmed Elsherif, Hartmut Feld, Bruno Mirbach, Jason Raphael Rambach, Didier Stricker,
British Machine Vision Conference (Hrsg.). Proceedings of the. British Machine Vision Conference (BMVC-2021) Online BMVA 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
authors Yaxu Xie, Fangwen Shu, Alain Pagani, Jason Raphael Rambach, Didier Stricker,
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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Multi-scale Iterative Residuals for Fast and Scalable Stereo Matching
authors Kumail Raza, René Schuster, Didier Stricker,
Computer Science in Cars Symposium. ACM Computer Science in Cars Symposium (CSCS-2021) November 30-30 Ingolstadt Germany ACM 2021 .
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ZebraPose: Coarse to Fine Surface Encoding for 6DoF Object Pose Estimation
authors Yongzhi Su, Mahdi Saleh, Torben Fetzer, Jason Raphael Rambach, Nassir Navab, Benjamin Busam, Didier Stricker, Federico Tombari,
In: IEEE/CVF. International Conference on Computer Vision and Pattern Recognition (CVPR-2022), June 19-24, New Orleans, Louisiana, USA, IEEE/CVF, 2022.
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Fusion Point Pruning for Optimized 2D Object Detection with Radar-Camera Fusion
authors Lukas Stefan Stäcker, Philipp Heidenreich, Jason Raphael Rambach, Didier Stricker,
In: 2022 Proceedings of the. IEEE Winter Conference on Applications of Computer Vision (WACV-2022), January 4-8, Hawaii, HI, USA, IEEE, 2022.
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Nonlinear Optimization of Light Field Point Cloud
authors Yuriy Anisimov, Jason Raphael Rambach, Didier Stricker,
In: Academic Editor Denis Laurendeau (Hrsg.). Sensors - Open Access Journal (Sensors), Vol. 22(3), Pages 814-829, MDPI, 1/2022.
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Unsupervised Image-to-Image Translation: A Review
authors Henri Hoyez, Cedric Schockaert, Jason Raphael Rambach, Bruno Mirbach, Didier Stricker,
In: Sensors - Open Access Journal (Sensors), Vol. 2022, 22, 8540, MDPI, 2022.
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