Yet Another Computer Vision Index To Datasets (YACVID) - Details

Stand: 2018-06-21 000000m 06:35:45 - Overview

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Name (Institute + Shorttitle)ATLAS Dione Robot-Assisted Surgery Video Understanding Dataset by Roswell Park Cancer Institute / Th 
Description (include details on usage, files and paper references)ATLAS Dione dataset provides video data (86 full subject study videos (~910 action clips)) of ten surgeons from Roswell Park Cancer Institute (RPCI) (Buffalo, NY) performing six different surgical tasks on the daVinci Surgical SystemŽ (dVSS) with annotations of robotic tools per frame (for a subset of 99 action clips), actions taking place and their timestamps. It also provides information on the surgeon expertise levels based on the Dreyfus model.

For further information about the video data, annotations, tasks & subtasks, and subject demographics, please refer to the paper: Duygu Sarikaya, Jason Corso, Khurshid Guru, "Detection and Localization of Robotic Tools in Robot-Assisted Surgery Videos Using Deep Neural Networks for Region Proposal and Detection", IEEE Transactions on Medical Imaging, February 2017. 
URL Linkhttps://www.roswellpark.org/education/atlas-program/dione-dataset 
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References (SKIPPED)
Category (SKIPPED)Medical Imaging, Robotic Surgery, Object Detection, Tool Detection, Action Recognition, Surgeon Expertise 
Tags (single words, spaced)robotic surgery tool detection object detection action recognition expertise VOC video gesture 
Last Changed2018-06-21 
Turing (2.12+3.25=?) :-)