2022

Deep Orientation-Guided Gender Recognition from Face Images
authors Mohamed Selim, Stephan Krauß, Tewodros Amberbir Habtegebrial, Alain Pagani, Didier Stricker,
International Conference on Pattern Recognition Systems. International Conference on Pattern Recognition Systems (ICPRS-2022) June 7-10 Saint-Étienne France IEEE 2022 .
Details | Link 1

Human intelligent machine teaming in single pilot operation: A case study
authors Nareg Minaskan Karabid, Charles-Alban Dormoy, Alain Pagani, Jean-Marc Andre, Didier Stricker,
HCI International 2022. Human Computer Interaction International Conferences (HCII-2022) June 26-July 1 Gothenburg/Virtual Sweden Springer 2022 .
Details | Link 1

Toward Semi-Supervised Graphical Object Detection in Document Images
authors Goutham Kallempudi, Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal,
Future Internet (MDPI) 14 6 Seiten 176-198 MDPI Switzerland 6/2022 .
Details | Link 1 | Link 2

Self-SuperFlow: Self-supervised Scene Flow Prediction in Stereo Sequences
authors Katharina Bendig, René Schuster, Didier Stricker,
International Conference on Image Processing. IEEE International Conference on Image Processing (ICIP-2022) October 16-19 Bordeaux France IEEE 2022 .
Details | Link 1

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 .
Details | Link 1

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 .
Details

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 .
Details | Link 1

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 .
Details | Link 1 | Link 2

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 .
Details | Link 1 | Link 2

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 .
Details | Link 1

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 .
Details | Link 1

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 .
Details | Link 1

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 .
Details | Link 1

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 .
Details | Link 1

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 .
Details | Link 1 | Link 2 | Link 3

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 .
Details | Link 1

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 .
Details | Link 1

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 .
Details | Link 1

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 .
Details | Link 1

A Comprehensive Survey of Depth Completion Approaches
authors Muhammad Ahmed Ullah Khan, Danish Nazir, Alain Pagani, Hamam Mokayed, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal,
In: Sensors - Open Access Journal (Sensors), Vol. 22, No. 18, Pages 1-18, MDPI, 9/2022.
Details | Link 1