Surgical Tool Presence Detection for Cataract Procedures

Please always quote using this URN: urn:nbn:de:0297-zib-69110
  • This article outlines the submission to the CATARACTS challenge for automatic tool presence detection [1]. Our approach for this multi-label classification problem comprises labelset-based sampling, a CNN architecture and temporal smothing as described in [3], which we call ZIB-Res-TS.

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Metadaten
Author:Manish Sahu, Sabrina Dill, Anirban Mukhopadyay, Stefan ZachowORCiD
Document Type:ZIB-Report
Date of first Publication:2017/11/30
Series (Serial Number):ZIB-Report (18-28)
ISSN:1438-0064