1st Workshop on Computer Vision Systems for Document Analysis and Recognition

Improving the Identification of Layers in 3D Images of Ancient Papyrus using Artificial Neural Networks

Nicolas Klenert,

Finn Schwoerer,

Noushin Hajarolasvadi,

Siloé Bournez,

Tobias Arlt,

Heinz-Eberhard Mahnke,

Verena Lepper,

Daniel Baum

[pdf] [supp]

[bibtex]

@InProceedings{Klenert_2025_WACV, author = {Klenert, Nicolas and Schwoerer, Finn and Hajarolasvadi, Noushin and Bournez, Silo\'e and Arlt, Tobias and Mahnke, Heinz-Eberhard and Lepper, Verena and Baum, Daniel}, title = {Improving the Identification of Layers in 3D Images of Ancient Papyrus using Artificial Neural Networks}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {1294-1302} }

Multi-Modal Large Language Model driven Augmented Reality Situated Visualization: the Case of Wine Recognition

Vincenzo Armandi,

Andrea Loretti,

Lorenzo Stacchio,

Pasquale Cascarano,

Gustavo Marfia

[pdf]

[bibtex]

@InProceedings{Armandi_2025_WACV, author = {Armandi, Vincenzo and Loretti, Andrea and Stacchio, Lorenzo and Cascarano, Pasquale and Marfia, Gustavo}, title = {Multi-Modal Large Language Model driven Augmented Reality Situated Visualization: the Case of Wine Recognition}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {1313-1322} }

A Comparative Analysis of OCR Models on Diverse Datasets: Insights from Memes and Hiertext Dataset

Iknoor Singh,

Miguel Colom,

Kalina Bontcheva

[pdf]

[bibtex]

@InProceedings{Singh_2025_WACV, author = {Singh, Iknoor and Colom, Miguel and Bontcheva, Kalina}, title = {A Comparative Analysis of OCR Models on Diverse Datasets: Insights from Memes and Hiertext Dataset}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {1343-1353} }

Low-Rank Adaptation vs. Fine-Tuning for Handwritten Text Recognition

Lukas Hüttner,

Martin Mayr,

Thomas Gorges,

Fei Wu,

Mathias Seuret,

Andreas Maier,

Vincent Christlein

[pdf] [supp]

[bibtex]

@InProceedings{Huttner_2025_WACV, author = {H\"uttner, Lukas and Mayr, Martin and Gorges, Thomas and Wu, Fei and Seuret, Mathias and Maier, Andreas and Christlein, Vincent}, title = {Low-Rank Adaptation vs. Fine-Tuning for Handwritten Text Recognition}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {1323-1332} }

Offline Signature Verification in the Banking Domain

Valentina Arrigoni

[pdf] [supp]

[bibtex]

@InProceedings{Arrigoni_2025_WACV, author = {Arrigoni, Valentina}, title = {Offline Signature Verification in the Banking Domain}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {1354-1363} }

Mixed-Precision is All You Need for Efficient Document Image Classification

Tushar Shinde,

Shivam Bhardwaj

[pdf]

[bibtex]

@InProceedings{Shinde_2025_WACV, author = {Shinde, Tushar and Bhardwaj, Shivam}, title = {Mixed-Precision is All You Need for Efficient Document Image Classification}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {1285-1293} }

RAPTOR: Refined Approach for Product Table Object Recognition

Eliott Thomas,

Mickael Coustaty,

Aurélie Joseph,

Gaspar Delion,

Elodie Carel,

Vincent Poulain D'andecy,

Jean Marc Ogier

[pdf] [arXiv]

[bibtex]

@InProceedings{Thomas_2025_WACV, author = {Thomas, Eliott and Coustaty, Mickael and Joseph, Aur\'elie and Delion, Gaspar and Carel, Elodie and D'andecy, Vincent Poulain and Ogier, Jean Marc}, title = {RAPTOR: Refined Approach for Product Table Object Recognition}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {1333-1342} }

DocSum: Domain-Adaptive Pre-training for Document Abstractive Summarization

Phan Phuong Mai Chau,

Souhail Bakkali,

Antoine Doucet

[pdf] [arXiv]

[bibtex]

@InProceedings{Chau_2025_WACV, author = {Chau, Phan Phuong Mai and Bakkali, Souhail and Doucet, Antoine}, title = {DocSum: Domain-Adaptive Pre-training for Document Abstractive Summarization}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {1303-1312} }