Unsupervised Temporal Video Segmentation as an Auxiliary Task for
Predicting the Remaining Surgery Duration

Unsupervised Temporal Video Segmentation as an Auxiliary Task for Predicting the Remaining Surgery Duration

26 February 2020

F. Bechtolsheim

Jürgen Weitz

Stefanie Speidel

Papers citing "Unsupervised Temporal Video Segmentation as an Auxiliary Task for Predicting the Remaining Surgery Duration"

8 / 8 papers shown

Title
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures Kun Yuan V. Srivastav Tong Yu Joël L. Lavanchy Pietro Mascagni Pietro Mascagni N. Padoy Nicolas Padoy 63 22 0 27 Jul 2023
Unsupervised learning of action classes with continuous temporal embedding Anna Kukleva Hilde Kuehne Fadime Sener Juergen Gall 47 107 0 08 Apr 2019
Temporal coherence-based self-supervised learning for laparoscopic workflow analysis Isabel Funke Alexander C. Jenke S. T. Mees Jürgen Weitz Stefanie Speidel S. Bodenstedt 36 44 0 18 Jun 2018
Less is More: Surgical Phase Recognition with Less Annotations through Self-Supervised Pre-training of CNN-LSTM Networks Gaurav Yengera Didier Mutter J. Marescaux N. Padoy 50 71 0 22 May 2018
Unsupervised Learning and Segmentation of Complex Activities from Video Fadime Sener Angela Yao 39 112 0 26 Mar 2018
RSDNet: Learning to Predict Remaining Surgery Duration from Laparoscopic Videos Without Manual Annotations A. P. Twinanda Gaurav Yengera Didier Mutter J. Marescaux N. Padoy MedIm 87 98 0 09 Feb 2018
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos A. P. Twinanda S. Shehata Didier Mutter J. Marescaux M. de Mathelin N. Padoy 207 858 0 09 Feb 2016
Slow and steady feature analysis: higher order temporal coherence in video Dinesh Jayaraman Kristen Grauman 68 143 0 15 Jun 2015