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Applied 3D Pose Estimation Metrics in Reanimation Trainings

Develop and implement new metrics for CPR training based on 3D Pose Estimation

Keywords: pose estimation, Matlab, simulation-based, training, CPR, metrics

  • In this thesis 3D Pose Estimation is used to analyze human behavior in reanimation trainings with a mannequin. The main goal is to measure how the participants interact with the mannequin to assess the emergency situation. The thesis is embedded in a research project in collaboration with the Simulation Center of University Hospital Zürich (USZ).

    In this thesis 3D Pose Estimation is used to analyze human behavior in reanimation trainings with a mannequin. The main goal is to measure how the participants interact with the mannequin to assess the emergency situation. The thesis is embedded in a research project in collaboration with the Simulation Center of University Hospital Zürich (USZ).

  • - Develop and implement new metrics based on existing 3D pose estimation code and data (e.g. distances, relative positions, angles) - Research exisitng competence factors for reanimation training in literature - Differentiate between team based and individual metrics

    - Develop and implement new metrics based on existing 3D pose estimation code and data (e.g. distances, relative positions, angles)
    - Research exisitng competence factors for reanimation training in literature
    - Differentiate between team based and individual metrics

  • - Knowledge of programming and data processing (MATLAB)
    - Prior knowledge of OpenPose (optional)
    - Open minded problem solving
    - Ability to work independently with a structured approach
    - Good communication skills

  • The chair of Product Development and Engineering Design at the ETH Zurich considers itself a center for system-oriented product development and innovation. Our aspiration consists on the one hand of the advancement and investigation of methods and processes of product development and on the other hand of the development of new technical systems.

    The chair of Product Development and Engineering Design at the ETH Zurich considers itself a center for system-oriented product development and innovation. Our aspiration consists on the one hand of the advancement and investigation of methods and processes of product development and on the other hand of the development of new technical systems.

  • Start: Feb 2021

  • pd|z Product Development Group Kerrin Weiss LEE O 221 Leonhardstrasse 21, 8092 Zurich weisske@ethz.ch

    pd|z Product Development Group
    Kerrin Weiss
    LEE O 221
    Leonhardstrasse 21, 8092 Zurich
    weisske@ethz.ch

Calendar

Earliest start2021-02-20
Latest endNo date

Location

pd|z Product Development Group Zurich (ETHZ)

Labels

Semester Project

Bachelor Thesis

Master Thesis

Topics

  • Information, Computing and Communication Sciences
  • Engineering and Technology

Documents

NameCommentSizeActions
Thesis_3DPoseEstimationCPR.pdf3.4MBDownload
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