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