EgoSurgery: A Dataset for Surgical Video Understanding from Egocentric Open Surgery Videos

News and Announcements

• [2024-09] EgoSurgery-Phase and EgoSurgery-Tool are now available. Thank you for your patience.
• [2024-05] Our paper EgoSurgery-Phase is accepted to MICCAI 2024! (early acceptance within the top 11%)

💡 Overview

We introduce EgoSurgery, an egocentric surgical video dataset and benchmark. Our goal is to provide training and benchmarking data for research in egocentric surgical video understanding.

📚 Dataset

EgoSurgery-Phase (MICCAI 2024) [ArXiv]

EgoSurgery-Phase is the first real open surgery video dataset for surgical phase recognition.

EgoSurgery-Tool [ArXiv]

EgoSurgery-Tool provides surgical tool and hand bounding box annotations.

Download

Please kindly fill out the google form if you wish to gain access to the dataset. We will send you a download link shortly after. If you do not receive a response, it may have been missed. Please feel free to send a reminder email.

Reference

If you are interested in our work and want to cite it, please acknowledge the following paper:

EgoSurgery-Phase

@InProceedings{Fujii2024EgoSurgeryPhase,
      title={EgoSurgery-Phase: A Dataset of Surgical Phase Recognition from Egocentric Open Surgery Videos}, 
      author={Ryo Fujii and Masashi Hatano and Hideo Saito and Hiroki Kajita},
      year={2024},
      booktitle = {MICCAI},
}

@misc{Fujii2024EgoSurgeryTool,
      title={EgoSurgery-Tool: A Dataset of Surgical Tool and Hand Detection from Egocentric Open Surgery Videos}, 
      author={Ryo Fujii and Hideo Saito and Hiroyuki Kajita},
      year={2024},
      eprint={2406.03095},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}