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<div class="WordSection1">
<p class="gmail-isselectedend"><span lang="EN-US">[Apologies if you receive multiple copies] <o:p></o:p></span></p>
<p class="gmail-isselectedend">===================================<o:p></o:p></p>
<p class="gmail-isselectedend"><strong><span style="font-family:"Aptos",sans-serif">CALL FOR PAPERS: VisionDocs @ WACV 2027</span></strong><o:p></o:p></p>
<p class="gmail-isselectedend"><strong><span style="font-family:"Aptos",sans-serif">4th Workshop on Computer Vision Systems for Document Analysis and Recognition</span></strong><o:p></o:p></p>
<p class="gmail-isselectedend">Website: <a href="https://sites.google.com/view/avml-lab-visiondocs-wacv2027/">
https://sites.google.com/view/avml-lab-visiondocs-wacv2027/</a><o:p></o:p></p>
<p class="gmail-isselectedend">===================================<o:p></o:p></p>
<p class="gmail-isselectedend">We are pleased to announce <strong><span style="font-family:"Aptos",sans-serif">VisionDocs: 4th Workshop on Computer Vision Systems for Document Analysis and Recognition</span></strong>, held in conjunction with the
<strong><span style="font-family:"Aptos",sans-serif">IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2027</span></strong>, at
<strong><span style="font-family:"Aptos",sans-serif">Disney Springs, Buena Vista, Orlando, Florida, USA</span></strong>, on
<strong><span style="font-family:"Aptos",sans-serif">January 4 or 5, 2027</span></strong>.<o:p></o:p></p>
<h3>Workshop Overview<o:p></o:p></h3>
<p class="gmail-isselectedend">The rapid growth of <strong><span style="font-family:"Aptos",sans-serif">foundation models and multimodal AI</span></strong> has transformed document understanding into a key research area with broad scientific and industrial
relevance.<o:p></o:p></p>
<p class="gmail-isselectedend">VisionDocs aims to bring together researchers working on
<strong><span style="font-family:"Aptos",sans-serif">computer vision, multimodal learning, and document intelligence</span></strong> 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.<o:p></o:p></p>
<h3>Call for Papers<o:p></o:p></h3>
<p class="gmail-isselectedend">Research papers are solicited in, but not limited to, the following topic areas:<o:p></o:p></p>
<ul type="disc">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo1">
Document image processing<o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo1">
Physical and logical layout analysis<o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo1">
Text and symbol recognition<o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo1">
Handwriting recognition<o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo1">
Document analysis systems<o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo1">
Document classification<o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo1">
Recognition of tables and formulas<o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo1">
Data-efficient document analysis<o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo1">
Document synthesis<o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo1">
Document visual question answering<o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo1">
Extracting document semantics<o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo1">
Structured document generation<o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo1">
Historical document analysis<o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo1">
Agentic systems for document understanding<o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo1">
Multi-modal document analysis<o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo1">
Datasets and benchmarks for document analysis<o:p></o:p></li></ul>
<h3>Submission<o:p></o:p></h3>
<p class="gmail-isselectedend">We invite submissions of original and unpublished work related to the workshop themes:<o:p></o:p></p>
<ul type="disc">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l3 level1 lfo2">
<strong><span style="font-family:"Aptos",sans-serif">Regular papers:</span></strong> up to 8 pages + references. Accepted regular papers will be published in the
<strong><span style="font-family:"Aptos",sans-serif">WACV 2027 Workshop Proceedings</span></strong>.<o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l3 level1 lfo2">
<strong><span style="font-family:"Aptos",sans-serif">Short papers:</span></strong> up to 4 pages + references. Accepted short papers will be published on the
<strong><span style="font-family:"Aptos",sans-serif">VisionDocs website only</span></strong> and will not be included in the WACV proceedings.<o:p></o:p></li></ul>
<p class="gmail-isselectedend">All submissions must follow the <strong><span style="font-family:"Aptos",sans-serif">WACV 2027 formatting guidelines</span></strong> and be prepared for
<strong><span style="font-family:"Aptos",sans-serif">double-blind review</span></strong>.<o:p></o:p></p>
<p class="gmail-isselectedend">Accepted papers must be <strong><span style="font-family:"Aptos",sans-serif">presented in person</span></strong> during the workshop, either as oral presentations or posters.<o:p></o:p></p>
<h3>Important Dates<o:p></o:p></h3>
<p class="gmail-isselectedend"><strong><span style="font-family:"Aptos",sans-serif">Regular Papers</span></strong><o:p></o:p></p>
<ul type="disc">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l2 level1 lfo3">
Paper submission: <strong><span style="font-family:"Aptos",sans-serif">October 13, 2026, 11:59 PM Pacific Time</span></strong><o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l2 level1 lfo3">
Author notification: <strong><span style="font-family:"Aptos",sans-serif">November 2, 2026, 11:59 PM Pacific Time</span></strong><o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l2 level1 lfo3">
Camera-ready: <strong><span style="font-family:"Aptos",sans-serif">November 20, 2026, 11:59 PM Pacific Time</span></strong><o:p></o:p></li></ul>
<p class="gmail-isselectedend"><strong><span style="font-family:"Aptos",sans-serif">Short Papers</span></strong><o:p></o:p></p>
<ul type="disc">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l0 level1 lfo4">
Paper submission: <strong><span style="font-family:"Aptos",sans-serif">November 12, 2026, 11:59 PM Pacific Time</span></strong><o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l0 level1 lfo4">
Author notification: <strong><span style="font-family:"Aptos",sans-serif">November 19, 2026, 11:59 PM Pacific Time</span></strong><o:p></o:p></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l0 level1 lfo4">
Camera-ready: <strong><span style="font-family:"Aptos",sans-serif">November 26, 2026, 11:59 PM Pacific Time</span></strong><o:p></o:p></li></ul>
<p class="gmail-isselectedend"><strong><span style="font-family:"Aptos",sans-serif">Workshop:</span></strong>
<strong><span style="font-family:"Aptos",sans-serif">January 4 or 5, 2027</span></strong><o:p></o:p></p>
<p class="gmail-isselectedend">For additional information and submission details, please visit:<br>
<a href="https://sites.google.com/view/avml-lab-visiondocs-wacv2027/">https://sites.google.com/view/avml-lab-visiondocs-wacv2027/</a><o:p></o:p></p>
<p class="gmail-isselectedend">Contact: <a href="mailto:visiondocs.organizers@gmail.com">
<strong><span style="font-family:"Aptos",sans-serif">visiondocs.organizers@gmail.com</span></strong></a><o:p></o:p></p>
<p class="gmail-isselectedend"><o:p> </o:p></p>
<p class="gmail-isselectedend"><strong><span style="font-family:"Aptos",sans-serif">The VisionDocs Organizers</span></strong><o:p></o:p></p>
<p>Silvia Zottin, Axel De Nardin, Silvia Cascianelli, Claudio Piciarelli, and Gian Luca Foresti<o:p></o:p></p>
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