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Simultaneous Depth Estimation and Surgical Tool Segmentation in Laparoscopic Images

Surgical instrument segmentation and depth estimation are crucial steps to improve autonomy in robotic surgery. Most recent works treat these problems separately, making the deployment challenging. In this paper, we propose a unified framework for depth estimation and surgical tool segmentation in l...

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Dettagli Bibliografici
Pubblicato in:IEEE Trans Med Robot Bionics
Autori principali: Huang, Baoru, Nguyen, Anh, Wang, Siyao, Wang, Ziyang, Mayer, Erik, Tuch, David, Vyas, Kunal, Giannarou, Stamatia, Elson, Daniel S.
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2022
Soggetti:
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7613616/
https://ncbi.nlm.nih.gov/pubmed/36148137
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMRB.2022.3170215
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