Sparse semi-detr: Sparse learnable queries for semi-supervised object detection

[PDF] arxiv.org

End-to-end semi-supervised approach with modulated object queries for table detection in documents

I Ehsan, T Shehzadi, D Stricker, MZ Afzal - International Journal on …, 2024 - Springer
Table detection, a pivotal task in document analysis, aims to precisely recognize and locate
tables within document images. Although deep learning has shown remarkable progress in …
被引用次数：3 相关文章 所有 3 个版本
[PDF] arxiv.org

Towards End-to-End Semi-Supervised Table Detection with Semantic Aligned Matching Transformer

T Shehzadi, S Sarode, D Stricker, MZ Afzal - arXiv preprint arXiv …, 2024 - arxiv.org
Table detection within document images is a crucial task in document processing, involving
the identification and localization of tables. Recent strides in deep learning have …
被引用次数：2 相关文章 所有 3 个版本
[PDF] arxiv.org

A hybrid approach for document layout analysis in document images

T Shehzadi, D Stricker, MZ Afzal - arXiv preprint arXiv:2404.17888, 2024 - arxiv.org
Document layout analysis involves understanding the arrangement of elements within a
document. This paper navigates the complexities of understanding various elements within …
被引用次数：2 相关文章 所有 3 个版本
[PDF] arxiv.org

UnSupDLA: Towards Unsupervised Document Layout Analysis

TU Sheikh, T Shehzadi, KA Hashmi, D Stricker… - arXiv preprint arXiv …, 2024 - arxiv.org
Document layout analysis is a key area in document research, involving techniques like text
mining and visual analysis. Despite various methods developed to tackle layout analysis, a …
被引用次数：1 相关文章 所有 2 个版本
[PDF] arxiv.org

Enhanced Bank Check Security: Introducing a Novel Dataset and Transformer-Based Approach for Detection and Verification

MSU Khan, T Shehzadi, R Noor, D Stricker… - arXiv preprint arXiv …, 2024 - arxiv.org
Automated signature verification on bank checks is critical for fraud prevention and ensuring
transaction authenticity. This task is challenging due to the coexistence of signatures with …
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