Publications of the Augmented Vision Group at the DFKI Kaiserslautern

Driving Activity Recognition Using UWB Radar and Deep Neural Networks
Iuliia Brishtel, Stephan Krauß, Mahdi Chamseddine, Jason Raphael Rambach, Didier Stricker,
In: Sensors - Open Access Journal (Sensors), Vol. 23, No. 2, Pages 1-15, MDPI, 1/2023.
Details | Link 1 | Link 2

Severity of Catastrophic Forgetting in Object Detection for Autonomous Driving
Christian Witte, René Schuster, Syed Saqib Bukhari, Patrick Trampert, Didier Stricker, Georg Schneider,
In: Proceedings of the 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.
Details | Link 1

Multi-task Fusion for Efficient Panoptic-Part Segmentation
Sravan Kumar Jagadeesh, René Schuster, Didier Stricker,
In: Proceedings of the 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.
Details | Link 1

On the Future of Training Spiking Neural Networks
Katharina Bendig, René Schuster, Didier Stricker,
In: 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.
Details | Link 1

EgoFlowNet: Non-Rigid Scene Flow from Point Clouds with Ego-Motion Support
Ramy Battrawy, René Schuster, Didier Stricker,
In: British Machine Vision Conference. British Machine Vision Conference (BMVC-2023), located at The 34th British Machine Vision Conference, November 20-24, Aberdeen, Scotland, United Kingdom, BMVA, 2023.
Details | Link 1 | Link 2 | Link 3 | Link 4

Accelerating the Run-Time of Convolutional Neural Networks through Weight Pruning and Quantization
Rajai Alhimdiat, Wesam Ashour, Ramy Battrawy, Didier Stricker,
In: International Engineering Conference on Renewable Energy & Sustainability. International Engineering Conference on Renewable Energy & Sustainability (ieCRES-2023), International Engineering Conference on Renewable Energy & Sustainability, located at The 8th International Engineering Conference on Renewable Energy & Sustainability, March 6-7, Gaza, Palestinian Territory, Occupied, IEEE, 2023.
Details | Link 1

Unsupervised Image-to-Image Translation: A Review
Henri Hoyez, Cedric Schockaert, Jason Raphael Rambach, Bruno Mirbach, Didier Stricker,
Sensors - Open Access Journal (Sensors) 2022, 22, 8540 MDPI 2022 .
Details | Link 1

Editorial – Advanced Scene Perception for Augmented Reality
Jason Raphael Rambach, Didier Stricker,
Journal of Imaging (MDPI J) Special Issue Advanced Scene Perception for Augmented Reality MDPI 10/2022 .
Details | Link 1

Rethinking Learnable Proposals for Graphical Object Detection in Scanned Document Images
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 .
Details | Link 1 | Link 2

Attention-Guided Disentangled Feature Aggregation for Video Object Detection
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 .
Details | Link 1 | Link 2

Spatio-Temporal Learnable Proposals for End-to-End Video Object Detection
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 .
Details | Link 1 | Link 2

BoxMask: Revisiting Bounding Box Supervision for Video Object Detection
Khurram Azeem Hashmi, Alain Pagani, Didier Stricker, Muhammad Zeshan Afzal,
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.
Details | Link 1 | Link 2

Continual Learning for Table Detection in Document Images
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 .
Details | Link 1

Mask-Aware Semi-Supervised Object Detection in Floor Plans
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 .
Details | Link 1

Autoencoder for Synthetic to Real Generalization: From Simple to More Complex Scenes
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 .
Details | Link 1

Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation
Dipam Goswami, René Schuster, Didier Stricker,
In: Winter Conference on Applications of Computer Vision 2023. IEEE Winter Conference on Applications of Computer Vision (WACV-2023), January 2-7, Waikoloa, HI, USA, IEEE, 2023.
Details | Link 1

A narrative review of immersive virtual reality’s ergonomics and risks at the workplace: cybersickness, visual fatigue, muscular fatigue, acute stress, and mental overload
Alexis D. Souchet, Domitile Lourdeaux, Alain Pagani, Lisa Rebenitsch,
Virtual Reality 1 Seiten 1-32 Springer 7/2022 .
Details | Link 1

3D Reconstruction from a Single RGB Image using Deep Learning: A Review
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 .
Details | Link 1

Towards Inertial Human Motion Tracking with Drift-Free Absolute Orientations using only Sparse Sources of Heading Information
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 .
Details | Link 1

Investigating Attention Mechanism for Page Object Detection in Document Images
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 .
Details | Link 1 | Link 2