Toward Gesture Recognition in Robot-Assisted Surgical Procedures

Hoangminh Huynhnguyen,Ugo A. Buy

2020 2nd International Conference on Societal Automation (SA)(2021)

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摘要
Surgical gesture segmentation and recognition are important steps toward human-robot collaboration in robot-assisted surgery. In the human-robot collaboration paradigm, the robot needs to understand the surgeon's gestures to perform its tasks correctly. Therefore, training a computer vision model to segment and classify gestures in a surgery video is a focus in this field of research. In this pape...
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关键词
Gesture recognition,video segmentation,robot-assisted surgery,deep learning,3D CNN,Convolutional LSTM
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