Unsupervised Anomaly Detection of Forceps Force by Localizing the Region of Interest

The lack of haptic feedback in robotic surgical systems can lead to unintended tissue damage as a result of excessive mechanical force. To address this issue, many studies in vision-based force sensing have focused on supervised learning approaches, which require labeled force data for training. How...

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Bibliographic Details
Main Authors: Wenhui Zhuang, Kimihiko Masui, Naoto Kume, Megumi Nakao
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11097314/
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