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<div class="WordSection1">
<p class="MsoNormal"><span lang="EN-US" style="color:black">[Apologies if you receive multiple copies]<o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="color:black"><o:p> </o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="color:black">Dear Colleagues,<o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="color:black"><o:p> </o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="color:black">We are pleased to announce a Special Issue of the
<i>International Journal on Document Analysis and Recognition (IJDAR)</i> focused on
<b>Computer Vision Systems for Document Analysis and Recognition</b>.<o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="color:black"><o:p> </o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="color:black">Submission website: </span>
<span style="color:#1155CC"><a href="https://link.springer.com/collections/jaeiejghgj" target="_blank"><span lang="EN-US" style="color:#1155CC">https://link.springer.com/collections/jaeiejghgj</span></a></span><span lang="EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><o:p> </o:p></p>
<div class="MsoNormal">
<hr size="2" width="100%" align="left">
</div>
<p class="MsoNormal"><b><span lang="EN-US" style="color:black"><o:p> </o:p></span></b></p>
<p class="MsoNormal"><b><span lang="EN-US" style="color:black">Overview</span></b><span lang="EN-US" style="color:black"><o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="color:black"><o:p> </o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="color:black">This special issue focuses on advancing the state of the art in Document Analysis from a computer vision and AI perspective, with particular emphasis on
<b>robustness, generalization, and multimodality</b>.<o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="color:black">The aim is to bring together novel methodological and applied contributions that address document heterogeneity in terms of language, visual appearance, layout structure, writing styles, and semantic
organization. We particularly encourage submissions that go beyond narrowly defined benchmarks and propose approaches capable of generalizing across document domains, formats, and acquisition conditions.<o:p></o:p></span></p>
<p class="MsoNormal"><o:p> </o:p></p>
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<p class="MsoNormal"><b><span lang="EN-US" style="color:black"><o:p> </o:p></span></b></p>
<p class="MsoNormal"><b><span lang="EN-US" style="color:black">Topics of Interest</span></b><span lang="EN-US" style="color:black"><o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="color:black"><o:p> </o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="color:black">Research papers are solicited in, but not limited to, the following areas:<o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:47.25pt;text-indent:-18.0pt;mso-list:l2 level1 lfo1">
<![if !supportLists]><span lang="EN-US" style="font-size:10.0pt;font-family:Symbol;color:black"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span lang="EN-US" style="color:black">Robust document image analysis under varying layouts and writing styles<o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:47.25pt;text-indent:-18.0pt;mso-list:l2 level1 lfo1">
<![if !supportLists]><span lang="EN-US" style="font-size:10.0pt;font-family:Symbol;color:black"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span lang="EN-US" style="color:black">Learning in low-data and low-resource language scenarios<o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:47.25pt;text-indent:-18.0pt;mso-list:l2 level1 lfo1">
<![if !supportLists]><span lang="EN-US" style="font-size:10.0pt;font-family:Symbol;color:black"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span lang="EN-US" style="color:black">Multimodal document understanding combining visual, textual, and structural cues<o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:47.25pt;text-indent:-18.0pt;mso-list:l2 level1 lfo1">
<![if !supportLists]><span lang="EN-US" style="font-size:10.0pt;font-family:Symbol;color:black"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span lang="EN-US" style="color:black">Cross-domain and cross-format generalization<o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:47.25pt;text-indent:-18.0pt;mso-list:l2 level1 lfo1">
<![if !supportLists]><span lang="EN-US" style="font-size:10.0pt;font-family:Symbol;color:black"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span lang="EN-US" style="color:black">Analysis of historical and cultural heritage documents<o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:47.25pt;text-indent:-18.0pt;mso-list:l2 level1 lfo1">
<![if !supportLists]><span lang="EN-US" style="font-size:10.0pt;font-family:Symbol;color:black"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span lang="EN-US" style="color:black">Self-supervised, few-shot, and transfer learning for document tasks<o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:47.25pt;text-indent:-18.0pt;mso-list:l2 level1 lfo1">
<![if !supportLists]><span lang="EN-US" style="font-size:10.0pt;font-family:Symbol;color:black"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span lang="EN-US" style="color:black">Layout analysis, document structure understanding, and semantic modeling<o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:47.25pt;text-indent:-18.0pt;mso-list:l2 level1 lfo1">
<![if !supportLists]><span lang="EN-US" style="font-size:10.0pt;font-family:Symbol;color:black"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span lang="EN-US" style="color:black">Integration of document analysis into real-world industrial and societal applications<o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="color:black">By promoting cross-disciplinary interaction between computer vision, pattern recognition, NLP, digital humanities, and applied AI, this special issue aims to push document analysis toward more inclusive,
generalizable, and practically deployable solutions.<o:p></o:p></span></p>
<p class="MsoNormal"><o:p> </o:p></p>
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<p class="MsoNormal"><b><span style="color:black"><o:p> </o:p></span></b></p>
<p class="MsoNormal"><b><span style="color:black">Important Date</span></b><span style="color:black"><o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:47.25pt;text-indent:-18.0pt;mso-list:l0 level1 lfo2">
<![if !supportLists]><span style="font-size:10.0pt;font-family:Symbol;color:black"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><b><span style="color:black">Submission deadline:</span></b><span style="color:black"> September 20, 2026<o:p></o:p></span></p>
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<p class="MsoNormal"><b><span style="color:black"><o:p> </o:p></span></b></p>
<p class="MsoNormal"><b><span style="color:black">Guest Editors</span></b><span style="color:black"><o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:47.25pt;text-indent:-18.0pt;mso-list:l1 level1 lfo3">
<![if !supportLists]><span lang="EN-US" style="font-size:10.0pt;font-family:Symbol;color:black"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span lang="EN-US" style="color:black">Axel De Nardin – AVML lab, University of Udine, Italy<o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:47.25pt;text-indent:-18.0pt;mso-list:l1 level1 lfo3">
<![if !supportLists]><span lang="EN-US" style="font-size:10.0pt;font-family:Symbol;color:black"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span lang="EN-US" style="color:black">Silvia Zottin – AVML lab, University of Udine, Italy<o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:47.25pt;text-indent:-18.0pt;mso-list:l1 level1 lfo3">
<![if !supportLists]><span style="font-size:10.0pt;font-family:Symbol;color:black"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span style="color:black">Claudio Piciarelli – AVML lab, University of Udine, Italy<o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;margin-left:47.25pt;text-indent:-18.0pt;mso-list:l1 level1 lfo3">
<![if !supportLists]><span style="font-size:10.0pt;font-family:Symbol;color:black"><span style="mso-list:Ignore">·<span style="font:7.0pt "Times New Roman"">
</span></span></span><![endif]><span style="color:black">Gian Luca Foresti – AVML lab, University of Udine, Italy<o:p></o:p></span></p>
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<p class="MsoNormal"><span lang="EN-US" style="color:black"><o:p> </o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="color:black">For additional information and submission guidelines, please visit the submission website above.<o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="color:black">If you have any questions, feel free to contact the guest editors.<o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="color:black">We look forward to your contributions.<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black"><o:p> </o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="color:black">Best regards,<br>
The Guest Editors<o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-size:11.0pt;mso-fareast-language:EN-US"><o:p> </o:p></span></p>
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