Search Results for author: Hannes Kenngott

Found 6 papers, 0 papers with code

Unsupervised temporal context learning using convolutional neural networks for laparoscopic workflow analysis

no code implementations13 Feb 2017 Sebastian Bodenstedt, Martin Wagner, Darko Katić, Patrick Mietkowski, Benjamin Mayer, Hannes Kenngott, Beat Müller-Stich, Rüdiger Dillmann, Stefanie Speidel

In this paper, we address this problem by presenting an unsupervised method for training a convolutional neural network (CNN) to differentiate between laparoscopic video frames on a temporal basis.

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