3rd Workshop on Computer Vision Systems for Document Analysis and Recognition

Adaptive Multi-Scale Feature Fusion for Paragraph-Level Handwritten Text Recognition via Spatial Attention

Baha edine,

Mohammed Hamdan,

Mohamed Cheriet

[pdf]

[bibtex]

@InProceedings{edine_2026_WACV, author = {edine, Baha and Hamdan, Mohammed and Cheriet, Mohamed}, title = {Adaptive Multi-Scale Feature Fusion for Paragraph-Level Handwritten Text Recognition via Spatial Attention}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {710-718} }

An Empirical Study of Siamese Vision Transformers for Scribe Re-Identification

Alessio Fagioli,

Carmine Fabbri,

Luigi Cinque,

Emanuela Colombi,

Gian Luca Foresti

[pdf]

[bibtex]

@InProceedings{Fagioli_2026_WACV, author = {Fagioli, Alessio and Fabbri, Carmine and Cinque, Luigi and Colombi, Emanuela and Foresti, Gian Luca}, title = {An Empirical Study of Siamese Vision Transformers for Scribe Re-Identification}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {701-709} }

Cross-Lingual Transfer for Complex Scripts: A Benchmark on End-to-End Khmer Scene Text Spotting

Vannkinh Nom,

Saly Keo,

Souhail Bakkali,

Muhammad Muzzamil Luqman,

Mickael Coustaty,

Jean-marc Ogier

[pdf]

[bibtex]

@InProceedings{Nom_2026_WACV, author = {Nom, Vannkinh and Keo, Saly and Bakkali, Souhail and Luqman, Muhammad Muzzamil and Coustaty, Mickael and Ogier, Jean-marc}, title = {Cross-Lingual Transfer for Complex Scripts: A Benchmark on End-to-End Khmer Scene Text Spotting}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {729-738} }

Gram-Schmidt Feature Reduction for Disentangling Style from Degradation in Historical Writer Identification

Kaveh Safavigerdini,

Bahram Yaghooti,

Amir Erfan Zareei Shams Abadi,

Bruno Sinopoli,

Kannappan Palaniappan

[pdf]

[bibtex]

@InProceedings{Safavigerdini_2026_WACV, author = {Safavigerdini, Kaveh and Yaghooti, Bahram and Abadi, Amir Erfan Zareei Shams and Sinopoli, Bruno and Palaniappan, Kannappan}, title = {Gram-Schmidt Feature Reduction for Disentangling Style from Degradation in Historical Writer Identification}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {685-691} }

SAVIOR: Sample-efficient Adaptation of Vision-Language Models for OCR Representation

Akshata A Bhat,

Sharath Naganna,

Saiful Haq,

Prashant Khatri,

Krishna Chaitanya Reddy Tamataam,

Neha Arun,

Niyati Chhaya,

Pushpak Bhattacharya

[pdf]

[bibtex]

@InProceedings{A_Bhat_2026_WACV, author = {A Bhat, Akshata and Naganna, Sharath and Haq, Saiful and Khatri, Prashant and Tamataam, Krishna Chaitanya Reddy and Arun, Neha and Chhaya, Niyati and Bhattacharya, Pushpak}, title = {SAVIOR: Sample-efficient Adaptation of Vision-Language Models for OCR Representation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {719-728} }

SynthForm: Towards a DLA-free E2E Form understanding model

Andre Fu,

Egil Karlsen

[pdf] [supp]

[bibtex]

@InProceedings{Fu_2026_WACV, author = {Fu, Andre and Karlsen, Egil}, title = {SynthForm: Towards a DLA-free E2E Form understanding model}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {739-748} }

Pseudo Contrastive Learning for Diagram Comprehension in Multimodal Models

Hiroshi Sasaki

[pdf] [arXiv]

[bibtex]

@InProceedings{Sasaki_2026_WACV, author = {Sasaki, Hiroshi}, title = {Pseudo Contrastive Learning for Diagram Comprehension in Multimodal Models}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {March}, year = {2026}, pages = {692-700} }