Publications

2022

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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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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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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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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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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2021

Current Status and Performance Analysis of Table Recognition in Document Images With Deep Neural Networks
authors Khurram Azeem Hashmi, Marcus Liwicki, Didier Stricker, Muhammad Adnan Afzal, Muhammad Ahtsham Afzal, Muhammad Zeshan Afzal,
IEEE Access (IEEE) 9 Seiten 87663-87685 IEEE 6/2021 .
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A Survey of Graphical Page Object Detection with Deep Neural Networks
authors Khurram Azeem Hashmi, Jwalin Bhatt, Muhammad Zeshan Afzal, Didier Stricker,
Applied Sciences (MDPI) 11 12 Seiten 1-21 MDPI Basel, Switzerland 6/2021 .
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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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Guided Table Structure Recognition Through Anchor Optimization
authors Khurram Azeem Hashmi, Didier Stricker, Marcus Liwicki, Muhammad Noman Afzal, Muhammad Zeshan Afzal,
IEEE Access (IEEE) 9 Seiten 113521-113534 IEEE 8/2021 .
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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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