Surgical Gesture Recognition

Benchmarks archive 2025-07-28

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Libraries

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Datasets archive 2025-07-28

3 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

5 shown of 5 papers with code (14 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Zero-shot Prompt-based Video Encoder for Surgical Gesture Recognition
  28 Mar 2024 1 repository listed
  Purpose: In order to produce a surgical gesture recognition system that can support a wide variety of procedures, either a very large annotated dataset must be acquired, or fitted models must generalize to new labels…
• Bounded Future MS-TCN++ for surgical gesture recognition
  29 Sep 2022 1 repository listed
  Our goal in this study was to learn the performance-delay trade-off and design an MS-TCN++-based algorithm that can utilize this trade-off.
• Symmetric Dilated Convolution for Surgical Gesture Recognition
  13 Jul 2020 1 repository listed
  The experiment results demonstrate the ability of our method on capturing long-term frame dependencies, which largely outperform the state-of-the-art methods on the frame-wise accuracy up to ~6 points and the F1@50…
• Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features for Automatic Surgical Gesture Recognition in Video
  26 Jul 2019 1 repository listed
  However, surgical gesture recognition based only on video is a challenging problem that requires effective means to extract both visual and temporal information from the video.
• Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification
  21 Jun 2018 1 repository listed
  Recognition of surgical gesture is crucial for surgical skill assessment and efficient surgery training.