LapFormer: surgical tool detection in laparoscopic surgical video using transformer architecture

One of the most essential steps in the surgical workflow analysis is recognition of surgical tool presence. We propose a method to detect the presence of surgical tools in laparoscopic surgery videos, called LapFormer. The novelty of LapFormer is to use a Transformer architecture, which is a feed-fo...

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Bibliographic Details

Published in:	Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization Vol. 9; no. 3; pp. 302 - 307
Main Author:	Kondo, Satoshi
Format:	Journal Article
Language:	English Japanese
Published:	Taylor & Francis 04.05.2021 Informa UK Limited
Subjects:	Laparoscopy surgical workflow analysis transformer
ISSN:	2168-1163, 2168-1171
Online Access:	Get full text
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