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Prathmesh Madhu M. Sc.

Researcher in the Computer Vision (CV) group at the Pattern Recognition Lab of the Friedrich-Alexander-Universität Erlangen-Nürnberg

Computational Understanding of Iconography and Narration in Visual Cultural Heritage

The vision of the project involves, but isn't limited to, the following ideas:

  • Understanding complex semantic relationships in paintings and artworks from different fields of Christian Archaeology, Classical Archaeology and Art History
  • Cultural references mentioned or interpreted from the above mentioned type of images
  • Understanding beyond recognition of individual objects

Project Details : Opens internal link in current window

Automatic Intraoperative Tracking for Workflow and Dose Monitoring in X-Ray-based Minimally Invasive Surgeries (AIT4Surgery)

The goal of this project is

  • To investigate multi-modal methods for the evaluation of interventional workflows (surgical workflow analysis) in the operation room.
  • To develop methods that will be used to analyze the processes in an OR based on signals from body-worn sensors, cameras and other modalities like X-ray images recorded during the surgeries.
  • To perform data analysis using techniques from the field of computer vision, machine learning and pattern recognition.