<!DOCTYPE html>
<!-- CEURVERSION=2020-07-09 -->
<html lang="en">
<head>
<meta http-equiv="Content-type" content="text/html;charset=utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<link rel="stylesheet" type="text/css" href="../ceur-ws.css">
<title>CEUR-WS.org/Vol-2886 - Workshop on Computer Vision in Endoscopy 2021</title>
</head>
<!--CEURLANG=eng -->
<body>



<table style="border: 0; border-spacing: 0; border-collapse: collapse; width: 95%">
<tbody><tr>
<td style="text-align: left; vertical-align: middle">
<a href="http://ceur-ws.org/"><div id="CEURWSLOGO"></div></a>
</td>
<td style="text-align: right; vertical-align: middle">
<div style="float:left" id="CEURCCBY"></div>
<span class="CEURVOLNR">Vol-2886</span> <br>
<span class="CEURURN">urn:nbn:de:0074-2886-8</span>
<p class="unobtrusive copyright" style="text-align: justify">Copyright &copy; 2021 for 
the individual papers by the papers' authors. 
Copyright &copy; <span class="CEURPUBYEAR">2021</span> for the volume
as a collection by its editors.
This volume and its papers are published under the
Creative Commons License Attribution 4.0 International
<A HREF="https://creativecommons.org/licenses/by/4.0/">(<span class="CEURLIC">CC BY 4.0</span>)</A>.</p>
</td>
</tr>
</tbody></table>

<hr>

<br><br><br>

<h1><a href="https://endocv2021.grand-challenge.org"><span class="CEURVOLACRONYM">EndoCV2021</span></a><br>
<span class="CEURVOLTITLE">Workshop on Computer Vision in Endoscopy 2021</span></h1>
<br>

<h3>
<span class="CEURFULLTITLE">Proceedings of the 3rd International Workshop and Challenge on Computer Vision in Endoscopy (EndoCV2021)</span><br>
<!-- co-located with <span class="CEURCOLOCATED">NONE</span> -->
co-located with with the 17th IEEE International Symposium on Biomedical Imaging (<span class="CEURCOLOCATED">ISBI 2021</span>)<br>
</h3>
<h3><span class="CEURLOCTIME">Nice, France, April 13, 2021</span>.</h3> 
<br>
<b> Edited by </b>
<p>
</p><h3>
   <a href="https://www.researchgate.net/profile/Sharib-Ali"><span class="CEURVOLEDITOR">Sharib Ali</span></a> *<br>
   <span class="CEURVOLEDITOR">Noha Ghatwary</span> **<br>
   <span class="CEURVOLEDITOR">Debesh Jha</span> ***<br>
   <span class="CEURVOLEDITOR">Paal Halvorsen</span> ****<br>

</h3>

* <a href="http://www.ibme.ox.ac.uk">Department of Engineering Science, IBME</a>, University of Oxford, Oxford, UK<br>
** <a href="https://www.aast.edu/cv.php?disp_unit=&ser=118325">Computer Engineering Department</a>, Arab Academy for Science and Technology, Alexandria, Egypt<br>
*** <a href="https://en.uit.no/ansatte/debesh.jha">Department of Computer Science</a>, UiT The Arctic University of Norway, Norway<br>
**** <a href="https://www.simula.no/people/paalh">SimulaMet, Oslo, Norway</a><br>
  <br>

<hr>

<br><br><br>



<div class="CEURTOC">
<h2> Table of Contents </h2>

<ul>
<li id="preface">
  <A href="preface.pdf">Preface</A><BR>
Summary: There were <span class="CEURSUBMITTEDPAPERS">15</span> papers submitted for peer-review through CMT to this workshop. Out of these, 
<span class="CEURACCEPTEDPAPERS">10</span> papers were accepted for this volume as regular paper. Each paper was reviewed by at least 3 reviewers.
</li>
</ul>
<BR>


<ul>
<li id="paper1"><a href="paper1.pdf">
<span class="CEURTITLE">Multi-Center Polyp Segmentation withDouble Encoder-Decoder Networks</span></a> 
<span class="CEURPAGES">9-16</span> <br>
<span class="CEURAUTHOR">Adrian Galdran</span>, 
<span class="CEURAUTHOR">Gustavo Carneiro</span>, 
<span class="CEURAUTHOR">Miguel A. González Ballester</span>
</li>
</ul>

<ul>
<li id="paper2"><a href="paper2.pdf">
  <span class="CEURTITLE">Parallel Res2Net-based Network with ReverseAttention for Polyp Segmentation</span></a> 
  <span class="CEURPAGES">17-26</span> <br>
  <span class="CEURAUTHOR">ChengHui Yu</span>, 
  <span class="CEURAUTHOR">JiangPeng Yana</span>, 
  <span class="CEURAUTHOR">Xiu Li</span>
  </li>
</ul>

<ul>
<li id="paper3"><a href="paper3.pdf">
<span class="CEURTITLE">Medical Image Segmentation by Network Ensemble</span></a> 
<span class="CEURPAGES">27-38</span> <br>
<span class="CEURAUTHOR">Vajira Thambawita</span>, 
<span class="CEURAUTHOR">Steven A. Hicks</span>, 
<span class="CEURAUTHOR">Pål Halvorsen</span>,
<span class="CEURAUTHOR">Michael A. Riegler</span>
</li>
</ul>

<ul>
<li id="paper4"><a href="paper4.pdf">
<span class="CEURTITLE">An Augmentation Strategy with LightweightNetwork for Polyp Segmentation.</span></a> 
<span class="CEURPAGES">39-48</span> <br>
<span class="CEURAUTHOR">Raman Ghimire</span>, 
<span class="CEURAUTHOR">Sahadev Poudel</span>, 
<span class="CEURAUTHOR">Sang-Woong Lee</span>
</li>
</ul>

<ul>
<li id="paper5"><a href="paper5.pdf">
<span class="CEURTITLE">Improving Generalizability in Polyp Segmentation using Ensemble Convolutional Neural Network</span></a> 
<span class="CEURPAGES">49-58</span> <br>
<span class="CEURAUTHOR">Nikhil Kumar Tomar</span>, 
<span class="CEURAUTHOR">Nabil Ibtehaz</span>, 
<span class="CEURAUTHOR">Debesh Jha</span>, 
<span class="CEURAUTHOR">Pål Halvorsen</span>, 
<span class="CEURAUTHOR">Sharib Ali</span>
</li>
</ul>

<ul>
<li id="paper6"><a href="paper6.pdf">
<span class="CEURTITLE">An Embedded Recurrent Neural Network-based Model for Endoscopic Semantic Segmentation</span></a> 
<span class="CEURPAGES">59-68</span> <br>
<span class="CEURAUTHOR">Mahmood Haithami</span>, 
<span class="CEURAUTHOR">Amr Ahmed</span>, 
<span class="CEURAUTHOR">Iman Yi Liao</span>,
<span class="CEURAUTHOR">Hamid Jalab</span>
</li>
</ul>

<ul>
<li id="paper7"><a href="paper7.pdf">
<span class="CEURTITLE">Joint Polyp Detection and Segmentation with Heterogeneous Endoscopic Data</span></a> 
<span class="CEURPAGES">69-79</span> <br>
<span class="CEURAUTHOR">Wuyang LI</span>, 
<span class="CEURAUTHOR">Chen YANG</span>, 
<span class="CEURAUTHOR">Jie LIU</span>,
<span class="CEURAUTHOR"> Xinyu LIU</span>,
<span class="CEURAUTHOR"> Xiaoqing GUO</span>,
<span class="CEURAUTHOR">Yixuan YUAN</span>
</li>
</ul>

<ul>
<li id="paper8"><a href="paper8.pdf">
<span class="CEURTITLE">Deep Learning Model Generalization with Ensemblein Endoscopic Images</span></a> 
<span class="CEURPAGES">80-89</span> <br>
<span class="CEURAUTHOR">Ayoung Hong</span>, 
<span class="CEURAUTHOR">Giwan Lee</span>, 
<span class="CEURAUTHOR">Hyunseok Lee</span>,
<span class="CEURAUTHOR">Jihyun Seo</span>,
<span class="CEURAUTHOR">Doyeob Yeo</span>
</li>
</ul>

<ul>
<li id="paper9"><a href="paper9.pdf">
<span class="CEURTITLE">Polyp Detection in Colonoscopy Images using DeepLearning and Bootstrap Aggregation</span></a> 
<span class="CEURPAGES">90-100</span> <br>
<span class="CEURAUTHOR">Gorkem Polat</span>, 
<span class="CEURAUTHOR">Ece Isik-Polat</span>, 
<span class="CEURAUTHOR">Kerem Kayabay</span>, 
<span class="CEURAUTHOR">Alptekin Temizel </span>
</li>
</ul>

<ul>
<li id="paper10"><a href="paper10.pdf">
<span class="CEURTITLE">Detection Of Polyps During Colonoscopy ProcedureUsing YOLOv5 Network</span></a> 
<span class="CEURPAGES">101-110</span> <br>
<span class="CEURAUTHOR">Tianyuan Gan</span>, 
<span class="CEURAUTHOR">Zhenzhou Zha</span>, 
<span class="CEURAUTHOR">Chunyong Hu</span>, 
<span class="CEURAUTHOR">Ziyi Jin</span>
</li>
</ul>

</div>


<hr>
<span class="unobtrusive">
YYYY-MM-DD: submitted by Sharib Ali, 
            metadata incl. bibliographic data published under <A HREF="https://creativecommons.org/publicdomain/zero/1.0/">Creative Commons CC0</A><br>
<span class="CEURPUBDATE">yyyy-mm-dd</span>: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073)
	|<a href="https://validator.w3.org/nu/?doc=http%3A%2F%2Fceur-ws.org%2FVol-2886%2F">valid HTML5</a>|
</span>
</body></html>
