@misc{SahuDillMukhopadyayetal., author = {Sahu, Manish and Dill, Sabrina and Mukhopadyay, Anirban and Zachow, Stefan}, title = {Surgical Tool Presence Detection for Cataract Procedures}, issn = {1438-0064}, url = {http://nbn-resolving.de/urn:nbn:de:0297-zib-69110}, abstract = {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.}, language = {en} }