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Works (26)

Next Generation XR Systems-Large Language Models Meet Augmented and Virtual Reality

IEEE Computer Graphics and Applications
2025 | Journal article
DOI: 10.1109/MCG.2025.3548554
Contributors: Muhamamd Zeshan Afzal; SK Aziz Ali; Didier Stricker; Peter Eisert; Anna Hilsmann; Daniel Perez-Marcos; Marco Bianchi; Sonia Crottaz-Herbette; Roberto De Ioris; Eleni Mangina et al.
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A Hybrid Approach for Document Layout Analysis in Document Images

2024 | Book chapter
DOI: 10.1007/978-3-031-70546-5_2
Contributors: Tahira Shehzadi; Didier Stricker; Muhammad Zeshan Afzal
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CICA: Content-Injected Contrastive Alignment for Zero-Shot Document Image Classification

2024 | Book chapter
DOI: 10.1007/978-3-031-70546-5_8
Contributors: Sankalp Sinha; Muhammad Saif Ullah Khan; Talha Uddin Sheikh; Didier Stricker; Muhammad Zeshan Afzal
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Enhanced Bank Check Security: Introducing a Novel Dataset and Transformer-Based Approach for Detection and Verification

2024 | Book chapter
DOI: 10.1007/978-3-031-70442-0_3
Contributors: Muhammad Saif Ullah Khan; Tahira Shehzadi; Rabeya Noor; Didier Stricker; Muhammad Zeshan Afzal
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Towards End-to-End Semi-supervised Table Detection with Semantic Aligned Matching Transformer

2024 | Book chapter
DOI: 10.1007/978-3-031-70549-6_18
Contributors: Tahira Shehzadi; Shalini Sarode; Didier Stricker; Muhammad Zeshan Afzal
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UnSupDLA: Towards Unsupervised Document Layout Analysis

2024 | Book chapter
DOI: 10.1007/978-3-031-70442-0_9
Contributors: Talha Uddin Sheikh; Tahira Shehzadi; Khurram Azeem Hashmi; Didier Stricker; Muhammad Zeshan Afzal
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Towards End-to-End Semi-Supervised Table Detection with Deformable Transformer

2023 | Book chapter
DOI: 10.1007/978-3-031-41679-8_4
Contributors: Tahira Shehzadi; Khurram Azeem Hashmi; Didier Stricker; Marcus Liwicki; Muhammad Zeshan Afzal
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SemAttNet: Toward Attention-Based Semantic Aware Guided Depth Completion

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3214316
Contributors: Danish Nazir; Alain Pagani; Marcus Liwicki; Didier Stricker; Muhammad Zeshan Afzal
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Attention-Guided Disentangled Feature Aggregation for Video Object Detection

Sensors
2022-11-07 | Journal article
DOI: 10.3390/s22218583
Contributors: Shishir Muralidhara; Khurram Azeem Hashmi; Alain Pagani; Marcus Liwicki; Didier Stricker; Muhammad Zeshan Afzal
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Rethinking Learnable Proposals for Graphical Object Detection in Scanned Document Images

Applied Sciences
2022-10-20 | Journal article
DOI: 10.3390/app122010578
Contributors: Sankalp Sinha; Khurram Azeem Hashmi; Alain Pagani; Marcus Liwicki; Didier Stricker; Muhammad Zeshan Afzal
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Mask-Aware Semi-Supervised Object Detection in Floor Plans

Applied Sciences
2022-09-20 | Journal article
DOI: 10.3390/app12199398
Contributors: Tahira Shehzadi; Khurram Azeem Hashmi; Alain Pagani; Marcus Liwicki; Didier Stricker; Muhammad Zeshan Afzal
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A Comprehensive Survey of Depth Completion Approaches

Sensors
2022-09-14 | Journal article
DOI: 10.3390/s22186969
Contributors: Muhammad Ahmed Ullah Khan; Danish Nazir; Alain Pagani; Hamam Mokayed; Marcus Liwicki; Didier Stricker; Muhammad Zeshan Afzal
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Three-Dimensional Reconstruction from a Single RGB Image Using Deep Learning: A Review

Journal of Imaging
2022-08-23 | Journal article
DOI: 10.3390/jimaging8090225
Contributors: Muhammad Saif Ullah Khan; Alain Pagani; Marcus Liwicki; Didier Stricker; Muhammad Zeshan Afzal
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Investigating Attention Mechanism for Page Object Detection in Document Images

Applied Sciences
2022-07-26 | Journal article
DOI: 10.3390/app12157486
Contributors: Shivam Naik; Khurram Azeem Hashmi; Alain Pagani; Marcus Liwicki; Didier Stricker; Muhammad Zeshan Afzal
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Toward Semi-Supervised Graphical Object Detection in Document Images

Future Internet
2022-06-08 | Journal article
DOI: 10.3390/fi14060176
Contributors: Goutham Kallempudi; Khurram Azeem Hashmi; Alain Pagani; Marcus Liwicki; Didier Stricker; Muhammad Zeshan Afzal
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Exploiting Concepts of Instance Segmentation to Boost Detection in Challenging Environments

Sensors
2022-05-12 | Journal article
DOI: 10.3390/s22103703
Contributors: Khurram Azeem Hashmi; Alain Pagani; Marcus Liwicki; Didier Stricker; Muhammad Zeshan Afzal
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EmmDocClassifier: Efficient Multimodal Document Image Classifier for Scarce Data

Applied Sciences
2022-01-29 | Journal article
DOI: 10.3390/app12031457
Contributors: Shrinidhi Kanchi; Alain Pagani; Hamam Mokayed; Marcus Liwicki; Didier Stricker; Muhammad Zeshan Afzal
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Current Status and Performance Analysis of Table Recognition in Document Images With Deep Neural Networks

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3087865
Contributors: Khurram Azeem Hashmi; Marcus Liwicki; Didier Stricker; Muhammad Adnan Afzal; Muhammad Ahtsham Afzal; Muhammad Zeshan Afzal
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Guided Table Structure Recognition Through Anchor Optimization

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3103413
Contributors: Khurram Azeem Hashmi; Didier Stricker; Marcus Liwicki; Muhammad Noman Afzal; Muhammad Zeshan Afzal
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Towards Robust Object Detection in Floor Plan Images: A Data Augmentation Approach

Applied Sciences
2021-11-25 | Journal article
DOI: 10.3390/app112311174
Contributors: Shashank Mishra; Khurram Azeem Hashmi; Alain Pagani; Marcus Liwicki; Didier Stricker; Muhammad Zeshan Afzal
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Contrastive Learning for 3D Point Clouds Classification and Shape Completion

Sensors
2021-11-06 | Journal article
DOI: 10.3390/s21217392
Contributors: Danish Nazir; Muhammad Zeshan Afzal; Alain Pagani; Marcus Liwicki; Didier Stricker
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CasTabDetectoRS: Cascade Network for Table Detection in Document Images with Recursive Feature Pyramid and Switchable Atrous Convolution

Journal of Imaging
2021-10-16 | Journal article
DOI: 10.3390/jimaging7100214
Contributors: Khurram Azeem Hashmi; Alain Pagani; Marcus Liwicki; Didier Stricker; Muhammad Zeshan Afzal
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HybridTabNet: Towards Better Table Detection in Scanned Document Images

Applied Sciences
2021-09-11 | Journal article
DOI: 10.3390/app11188396
Contributors: Danish Nazir; Khurram Azeem Hashmi; Alain Pagani; Marcus Liwicki; Didier Stricker; Muhammad Zeshan Afzal
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Cascade Network with Deformable Composite Backbone for Formula Detection in Scanned Document Images

Applied Sciences
2021-08-19 | Journal article
DOI: 10.3390/app11167610
Contributors: Khurram Azeem Hashmi; Alain Pagani; Marcus Liwicki; Didier Stricker; Muhammad Zeshan Afzal
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Survey and Performance Analysis of Deep Learning Based Object Detection in Challenging Environments

Sensors
2021-07-28 | Journal article
DOI: 10.3390/s21155116
Contributors: Muhammad Ahmed; Khurram Azeem Hashmi; Alain Pagani; Marcus Liwicki; Didier Stricker; Muhammad Zeshan Afzal
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A Survey of Graphical Page Object Detection with Deep Neural Networks

Applied Sciences
2021-06-09 | Journal article
DOI: 10.3390/app11125344
Contributors: Jwalin Bhatt; Khurram Azeem Hashmi; Muhammad Zeshan Afzal; Didier Stricker
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