| Vol-3148 urn:nbn:de:0074-3148-1 Copyright © 2022 for the individual papers by the papers' authors. Copyright © 2022 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 (CC BY 4.0).

# EndoCV 2022
Computer Vision in Endoscopy 2022

### Proceedings of the 4th International Workshop and Challenge on Computer Vision in Endoscopy (EndoCV 2022)
co-located with the 19th IEEE International Symposium on Biomedical Imaging (ISBI 2022)

### Kolkata, India, March 28, 2022

Edited by:

### Sharib Ali *, **
Noha Ghatwary ***

* School of Computing, University of Leeds, Leeds, UK
** Department of Engineering Science, IBME, University of Oxford, Oxford, UK
*** Computer Engineering Department, Arab Academy for Science and Technology, Alexandria, Egypt

## Table of Contents

- Preface
  Summary: There were 13 papers submitted for peer-review through CMT to this workshop. Out of these, 8 papers were accepted for this volume as regular paper. Each paper was reviewed by at least 2 reviewers.

- Endoscopic computer vision challenges 2.0 5-8
  Sharib Ali, Noha Ghatwary
- Boundry-Aware Pyramid Transformer For Polyp Segmentation 9-13
  Jiacheng Wang, Yuxi Ma, Ruochen Mu, Liansheng Wang
- Deep Learning using temporal information for automatic polyp detection 14-19
  Adrian Krenzer, Philipp Sodmann, Nico Hasler, Frank Puppe
- Heterogeneous Model Ensemble For Automatic Polyp Segmentation In Endoscopic Video Sequences 20-24
  Thuy Nuong Tran, Fabian Isensee, Lars Kra ̈mer, Amine Yamlahi, Tim Adler, Patrick Godau, Minu Tizabi, Lena Maier-Hein
- Heterogeneous Model Ensemble For Automatic Polyp Detection and Tracking In Colonoscopy 25-28
  Amine Yamlahi, Patrick Godau, Thuy Nuong Tran, Lucas-Raphael Muller, Tim Adler, Minu Tizabi, Michael Baumgartner, Paul Jager, Lena Maier-Hein
- Improved-STCN Network with Enhanced Strategy for Sequence Polyp Segmentation 29-34
  Quan He, Xiaobo Hu, Feng Sun, Lulu Zhou, Jing Wang, Qiming Wan
- Mask Classification-Based Method For Polyps Segmentation and Detection 35-39
  Mariia Kokshaikyna, Yurii Yelisieiev, Mariia Dobko
- Temporal Context Framework for Endoscopy Artefact Segmentation and Detection 40-45
  Haili Ye, Hanpei Miao, Jiang Liu, Dahan Wang, Heng Li
- XP-NET: An Attention Segmentation Network By Dual Teacher Hierarchical Knowledge Distillation For Polyp Generalization 46-51
  Ragu B, Antony Raj, Rahul GS, Sneha Chand, Preejith SP, Mohanasankar Sivaprakasam

2022-05-09: submitted by Sharib Ali, metadata incl. bibliographic data published under Creative Commons CC0
2022-06-04: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|