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Shivam Naik, Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal

Investigating Attention Mechanism for Page Object Detection in Document Images

In: Applied Sciences (MDPI) 12 15 Seiten 3390-3408 MDPI Switzerland 7/2022.

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Goutham Kallempudi, Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal

Toward Semi-Supervised Graphical Object Detection in Document Images

In: Future Internet (MDPI) 14 6 Seiten 176-198 MDPI Switzerland 6/2022.

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Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal

Exploiting Concepts of Instance Segmentation to Boost Detection in Challenging Environments

In: Sensors - Open Access Journal (Sensors) 22 Seiten 3703-3722 MDPI Switzerland 5/2022.

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Shrinidhi Kanchi, Alain Pagani, Hamam Mokayed, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal

EmmDocClassifier: Efficient Multimodal Document Image Classifier for Scarce Data

In: Applied Sciences (MDPI) 12 3 Seiten 1-18 MDPI 1/2022.

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Nareg Minaskan Karabid, Charles-Alban Dormoy, Alain Pagani, Jean-Marc Andre, Didier Stricker

Human intelligent machine teaming in single pilot operation: A case study

In: HCI International 2022. Human Computer Interaction International Conferences (HCII-2022) June 26-July 1 Gothenburg/Virtual Sweden Springer 2022.

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Mohamed Selim, Stephan Krauß, Tewodros Amberbir Habtegebrial, Alain Pagani, Didier Stricker

Deep Orientation-Guided Gender Recognition from Face Images

In: Proceedings of the 12th International Conference on Pattern Recognition Systems. International Conference on Pattern Recognition Systems (ICPRS-22) June 7-10 Saint-Étienne France IEEE 2022.

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Yaxu Xie, Fangwen Shu, Alain Pagani, Jason Raphael Rambach, Didier Stricker

PlaneRecNet: Multi-Task Learning with Cross-Task Consistency for Piece-Wise Plane Detection and Reconstruction from a Single RGB Image

In: 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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Danish Nazir, Muhammad Zeshan Afzal, Alain Pagani, Marcus Liwicki, Didier Stricker

Contrastive Learning for 3D Point Clouds Classification and Shape Completion

In: Sensors - Open Access Journal (Sensors) 21 Seiten 1-17 MDPI Switzerland 11/2021.

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Shashank Mishra, Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal

Towards Robust Object detection in Floor Plan Images: A Data Augmentation Approach

In: Applied Sciences (MDPI) 11 23 Seiten 1-22 MDPI 11/2021.

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Khurram Azeem Hashmi, Alain Pagani, Marcus Liwicki, Didier Stricker, Muhammad Zeshan Afzal

CasTabDetectoRS: Cascade Network for Table Detection in Document Images with Recursive Feature Pyramid and Switchable Atrous Convolution

In: Journal of Imaging (MDPI J) 7 10 Seiten 214-237 MDPI 10/2021.

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Deutsches Forschungszentrum für Künstliche Intelligenz
German Research Center for Artificial Intelligence

© DFKI, 2022