中文版 | English
Title

Temporal Context Framework for Endoscopy Artefact Segmentation and Detection

Author
Corresponding AuthorYe,Haili
Publication Years
2022
ISSN
1613-0073
Source Title
Volume
3148
Pages
35-39
Abstract
Endoscopic video processing could facilitate pre-operative planning, intra-operative image guidance and generation of post-operative analysis of the surgical procedure. However, most of the current methods are still based on a single frame of image analysis, which makes the results of the previous frame images independent of each other and causes vibration. In this paper, we propose an temporal context framework for endoscopy artefact segmentation and detection. The framework extends the general segmentation and detection model to the form based on temporal input, and we add a Temporal Context Transformer(TCT) after the encoder of the model to improve the model’s ability to construct temporal context features. the experiments of the EndoCV 2022 challenge dataset that this framework can improve the robustness of the model.
Keywords
SUSTech Authorship
First ; Corresponding
Language
English
URL[Source Record]
Indexed By
EI Accession Number
20222512254843
Scopus EID
2-s2.0-85132139430
Data Source
Scopus
Document TypeConference paper
Identifierhttp://kc.sustech.edu.cn/handle/2SGJ60CL/352513
DepartmentResearch Institute of Trustworthy Autonomous Systems
工学院_计算机科学与工程系
Affiliation
1.Research Institute of Trustworthy Autonomous Systems,Southern University of Science and Technology,Shenzhen,518055,China
2.Department of Computer Science and Engineering,Southern University of Science and Technology,Shenzhen,518055,China
3.Department of Computer and Information Engineering,Xiamen University of Technology,Xiamen,361004,China
First Author AffilicationResearch Institute of Trustworthy Autonomous Systems;  Department of Computer Science and Engineering
Corresponding Author AffilicationResearch Institute of Trustworthy Autonomous Systems;  Department of Computer Science and Engineering
First Author's First AffilicationResearch Institute of Trustworthy Autonomous Systems
Recommended Citation
GB/T 7714
Ye,Haili,Miao,Hanpei,Liu,Jiang,et al. Temporal Context Framework for Endoscopy Artefact Segmentation and Detection[C],2022:35-39.
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