Publications

2022

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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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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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 .
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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 .
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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 .
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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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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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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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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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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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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.
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2021

Cascade Network with Deformable Composite Backbone for Formula Detection in Scanned Document Images
authors Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal,
Applied Sciences (MDPI) 11 16 Seite 7610 MDPI Switzerland 8/2021 .
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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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