Publications of the Augmented Vision Group at the DFKI Kaiserslautern

Driving Activity Recognition Using UWB Radar and Deep Neural Networks
authors Iuliia Brishtel, Stephan Krauß, Mahdi Chamseddine, Jason Raphael Rambach, Didier Stricker,
Sensors - Open Access Journal (Sensors) 23 2 Seiten 1-15 MDPI 1/2023 .
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Severity of Catastrophic Forgetting in Object Detection for Autonomous Driving
authors Christian Witte, René Schuster, Syed Saqib Bukhari, Patrick Trampert, Didier Stricker, Georg Schneider,
International Conference on Pattern Recognition Applications and Methods. International Conference on Pattern Recognition Applications and Methods (ICPRAM-2023) February 22-24 Lissabon Portugal Scitepress 2023 .
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Multi-task Fusion for Efficient Panoptic-Part Segmentation
authors Sravan Kumar Jagadeesh, René Schuster, Didier Stricker,
International Conference on Pattern Recognition Applications and Methods. International Conference on Pattern Recognition Applications and Methods (ICPRAM-2023) February 22-24 Lissabon Portugal Scitepress 2023 .
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On the Future of Training Spiking Neural Networks
authors Katharina Bendig, René Schuster, Didier Stricker,
International Conference on Pattern Recognition Applications and Methods. International Conference on Pattern Recognition Applications and Methods (ICPRAM-2023) SCITEPRESS 2023 .
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Unsupervised Image-to-Image Translation: A Review
authors Henri Hoyez, Cedric Schockaert, Jason Raphael Rambach, Bruno Mirbach, Didier Stricker,
Sensors - Open Access Journal (Sensors) 2022, 22, 8540 MDPI 2022 .
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Editorial – Advanced Scene Perception for Augmented Reality
authors Jason Raphael Rambach, Didier Stricker,
Journal of Imaging (MDPI J) Special Issue Advanced Scene Perception for Augmented Reality MDPI 10/2022 .
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Rethinking Learnable Proposals for Graphical Object Detection in Scanned Document Images
authors Sankalp Sinha, Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal,
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
authors Shishir Muralidhara, Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal,
Sensors - Open Access Journal (Sensors) 22 21 Seiten 1-17 MDPI Switzerland 11/2022 .
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Spatio-Temporal Learnable Proposals for End-to-End Video Object Detection
authors Khurram Azeem Hashmi, Didier Stricker, Muhammad Zeshan Afzal,
British Machine Vision Conference. British Machine Vision Conference (BMVC-2022) 33rd British Machine Vision Conference British Machine Vision Association England 11/2022 .
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BoxMask: Revisiting Bounding Box Supervision for Video Object Detection
authors Khurram Azeem Hashmi, Alain Pagani, Didier Stricker, Muhammad Zeshan Afzal,
Winter Conference on Applications of Computer Vision 2023. IEEE Winter Conference on Applications of Computer Vision (WACV-2023) IEEE Winter Conference on Applications of Computer Vision (WACV-2023) befindet sich WACV January 3-8 Waikoloa, Hawaii HI United States CVF 2023 .
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Continual Learning for Table Detection in Document Images
authors Mohammad Minouei, Khurram Azeem Hashmi, Mohammad Reza Soheili, Muhammad Zeshan Afzal, Didier Stricker,
Jan Egger (Hrsg.). Applied Sciences (MDPI) 12 18 Seiten 01-16 MDPI Switzerland 9/2022 .
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Explainable Unsupervised Multi-Sensor Industrial Anomaly Detection and Categorization
authors Mina Ameli, Philipp Aaron Becker, Katharina Lankers, Markus van Ackeren, Holger Bähring, Wolfgang Maaß,
International Conference on Machine Learning and Applications. International Conference on Machine Learning and Applications (ICMLA-2022) befindet sich ICMLA December 12-14 Paradise Island The Bahamas IEEE 12/2022 .
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Mask-Aware Semi-Supervised Object Detection in Floor Plans
authors Tahira Shehzadi, Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal,
Applied Sciences (Hrsg.). Applied Sciences (MDPI) 12 9 Seiten 1-18 MDPI Switzerland 9/2022 .
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Autoencoder for Synthetic to Real Generalization: From Simple to More Complex Scenes
authors Steve Dias Da Cruz, Bertram Taetz, Thomas Stifter, Didier Stricker,
Proceedings of IEEE International Conference on Pattern Recognition (ICPR). International Conference on Pattern Recognition (ICPR-2022) IEEE 2022 .
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Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation
authors Dipam Goswami, René Schuster, Didier Stricker,
Winter Conference on Applications of Computer Vision 2023. IEEE Winter Conference on Applications of Computer Vision (WACV-2023) January 2-7 Waikoloa HI United States IEEE 2023 .
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3D Reconstruction from a Single RGB Image using Deep Learning: A Review
authors Muhammad Saif Ullah Khan, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal,
Journal of Imaging (MDPI J) 8 225 Seiten 1-23 MDPI 8/2022 .
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Towards Inertial Human Motion Tracking with Drift-Free Absolute Orientations using only Sparse Sources of Heading Information
authors Michael Lorenz, Gabriele Bleser, Didier Stricker, Bertram Taetz,
Proceedings of the 25th International Conference on Information Fusion in Linköping. International Conference on Information Fusion (FUSION-2022) July 4-7 Linköping Sweden IEEE Explore 2022 .
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Investigating Attention Mechanism for Page Object Detection in Document Images
authors Shivam Naik, Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal,
Applied Sciences (MDPI) 12 15 Seiten 3390-3408 MDPI Switzerland 7/2022 .
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Object Permanence in Object Detection Leveraging Temporal Priors at Inference Time
authors David Michael Fürst, Priyash Bhugra, René Schuster, Didier Stricker (Hrsg.),
ernational Conference on Pattern Recognition (ICPR-2022) August 21-25 Montreal Quebec Canada IEEE 2022 .
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