4th Workshop on Computer Vision Systems for Document Analysis and Recognition Call for Papers

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CALL FOR PAPERS: VisionDocs @ WACV 2027

4th Workshop on Computer Vision Systems for Document Analysis and Recognition

Website: https://sites.google.com/view/avml-lab-visiondocs-wacv2027/

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We are pleased to announce VisionDocs: 4th Workshop on Computer Vision Systems for Document Analysis and Recognition, held in conjunction with the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2027, at Disney Springs, Buena Vista, Orlando, Florida, USA, on January 4 or 5, 2027.
Workshop Overview

The rapid growth of foundation models and multimodal AI has
transformed document understanding into a key research area with broad
scientific and industrial relevance.

VisionDocs aims to bring together researchers working on computer
vision, multimodal learning, and document intelligence to discuss the
next generation of AI systems for document understanding. We
particularly welcome contributions on vision-language foundation
models, agentic document AI, generative approaches, efficient
adaptation, and robust and trustworthy document intelligence.

Call for Papers

Research papers are solicited in, but not limited to, the following topic areas:

    Document image processing
    Physical and logical layout analysis
    Text and symbol recognition
    Handwriting recognition
    Document analysis systems
    Document classification
    Recognition of tables and formulas
    Data-efficient document analysis
    Document synthesis
    Document visual question answering
    Extracting document semantics
    Structured document generation
    Historical document analysis
    Agentic systems for document understanding
    Multi-modal document analysis
    Datasets and benchmarks for document analysis

Submission

We invite submissions of original and unpublished work related to the
workshop themes: Regular papers: up to 8 pages + references. Accepted
regular papers will be published in the WACV 2027 Workshop
Proceedings.  Short papers: up to 4 pages + references. Accepted short
papers will be published on the VisionDocs website only and will not
be included in the WACV proceedings.  All submissions must follow the
WACV 2027 formatting guidelines and be prepared for double-blind
review.

Accepted papers must be presented in person during the workshop,
either as oral presentations or posters.
Important Dates

Regular Papers

    Paper submission: October 13, 2026, 11:59 PM Pacific Time
    Author notification: November 2, 2026, 11:59 PM Pacific Time
    Camera-ready: November 20, 2026, 11:59 PM Pacific Time

Short Papers

    Paper submission: November 12, 2026, 11:59 PM Pacific Time
    Author notification: November 19, 2026, 11:59 PM Pacific Time
    Camera-ready: November 26, 2026, 11:59 PM Pacific Time

Workshop: January 4 or 5, 2027

For additional information and submission details, please visit:
https://sites.google.com/view/avml-lab-visiondocs-wacv2027/

Contact: visiondocs.organizers@gmail.com

 

The VisionDocs Organizers

Silvia Zottin, Axel De Nardin, Silvia Cascianelli, Claudio Piciarelli,
and Gian Luca Foresti