Real-Time Segmentation of Non-Rigid Surgical Tools based on Deep
Learning and Tracking

Real-Time Segmentation of Non-Rigid Surgical Tools based on Deep Learning and Tracking

7 September 2020

Luis C. García-Peraza-Herrera

Caspar Gruijthuijsen

Danail Stoyanov

Tom Kamiel Magda Vercauteren

Sébastien Ourselin

Papers citing "Real-Time Segmentation of Non-Rigid Surgical Tools based on Deep Learning and Tracking"

13 / 13 papers shown

Title
Motion-Corrected Moving Average: Including Post-Hoc Temporal Information for Improved Video Segmentation R. Mendel Tobias Rueckert Dirk Wilhelm Daniel Rueckert Christoph Palm 36 0 0 05 Mar 2024
Robust Surgical Tools Detection in Endoscopic Videos with Noisy Data Adnan Qayyum Hassan Ali Massimo Caputo H. Vohra Taofeek Akinosho Sofiat Abioye Ilhem Berrou Paweł Capik Junaid Qadir Muhammad Bilal 41 0 0 03 Jul 2023
A comprehensive survey on recent deep learning-based methods applied to surgical data Mansoor Ali Rafael Martinez Garcia Peña Gilberto Ochoa-Ruiz Sharib Ali 27 6 0 03 Sep 2022
LapSeg3D: Weakly Supervised Semantic Segmentation of Point Clouds Representing Laparoscopic Scenes Bastian Alt Christian Kunz Darko Katic Rayan Younis Rainer Jäkel Beat Peter Müller-Stich M. Wagner F. Mathis-Ullrich 3DPC 27 0 0 15 Jul 2022
Robotic Endoscope Control via Autonomous Instrument Tracking Caspar Gruijthuijsen Luis C. García-Peraza-Herrera G. Borghesan D. Reynaerts Jan Deprest Sebastien Ourselin Tom Kamiel Magda Vercauteren E. V. Poorten 21 24 0 05 Jul 2021
ISINet: An Instance-Based Approach for Surgical Instrument Segmentation Cristina González Laura Bravo-Sánchez Pablo Arbeláez 27 78 0 10 Jul 2020
Towards Unsupervised Learning for Instrument Segmentation in Robotic Surgery with Cycle-Consistent Adversarial Networks D. Pakhomov Wei Shen Nassir Navab MedIm GAN 27 20 0 09 Jul 2020
Dynamic Coronary Roadmapping via Catheter Tip Tracking in X-ray Fluoroscopy with Deep Learning Based Bayesian Filtering Hua Ma Ihor Smal J. Daemen T. van Walsum 13 39 0 11 Jan 2020
RAUNet: Residual Attention U-Net for Semantic Segmentation of Cataract Surgical Instruments Zhen-Liang Ni Guibin Bian Xiao-Hu Zhou Z. Hou Xiaoliang Xie Chen Wang Yan-Jie Zhou Rui-Qi Li Zhen Li 24 115 0 23 Sep 2019
CaDIS: Cataract Dataset for Image Segmentation Félix Fuentes-Hurtado Evangello Flouty A. Kadkhodamohammadi G. Quellec H. Taleb S. Barbarisi Imanol Luengo Danail Stoyanov 28 38 0 27 Jun 2019
Self-Supervised Surgical Tool Segmentation using Kinematic Information C. Rocha N. Padoy Benoit Rosa 22 42 0 13 Feb 2019
ToolNet: Holistically-Nested Real-Time Segmentation of Robotic Surgical Tools Luis C. García-Peraza-Herrera Wenqi Li Lucas Fidon Caspar Gruijthuijsen A. Devreker ... Jan Deprest E. V. Poorten Danail Stoyanov Tom Kamiel Magda Vercauteren Sebastien Ourselin 19 128 0 25 Jun 2017
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos A. P. Twinanda S. Shehata Didier Mutter J. Marescaux M. de Mathelin N. Padoy 188 842 0 09 Feb 2016