Methods and datasets for segmentation of minimally invasive surgical instruments in endoscopic images and videos: A review of the state of the art

25 April 2023

Papers citing "Methods and datasets for segmentation of minimally invasive surgical instruments in endoscopic images and videos: A review of the state of the art"

25 / 25 papers shown

Title
Tracking Everything in Robotic-Assisted Surgery Bohan Zhan Wang Zhao Yi Fang Bo Du Francisco Vasconcelos Danail Stoyanov Daniel Elson Baoru Huang 68 3 0 29 Sep 2024
Polyp and Surgical Instrument Segmentation with Double Encoder-Decoder Networks Adrian Galdran MedIm 53 4 0 06 Jun 2024
TraSeTR: Track-to-Segment Transformer with Contrastive Query for Instance-level Instrument Segmentation in Robotic Surgery Zixu Zhao Yueming Jin Pheng-Ann Heng MedIm 61 47 0 17 Feb 2022
FUN-SIS: a Fully UNsupervised approach for Surgical Instrument Segmentation Luca Sestini Benoit Rosa Elena De Momi G. Ferrigno N. Padoy 44 35 0 16 Feb 2022
Real-time Instance Segmentation of Surgical Instruments using Attention and Multi-scale Feature Fusion Juan Carlos Angeles Ceron Gilberto Ochoa-Ruiz Leonardo Chang Sharib Ali 53 36 0 09 Nov 2021
Efficient Global-Local Memory for Real-time Instrument Segmentation of Robotic Surgical Video Jiacheng Wang Yueming Jin Liansheng Wang Shuntian Cai Pheng-Ann Heng Jing Qin 75 17 0 28 Sep 2021
Robotic Endoscope Control via Autonomous Instrument Tracking Caspar Gruijthuijsen Luis C. Garcia-Peraza-Herrera G. Borghesan D. Reynaerts Jan Deprest Sebastien Ourselin Tom Vercauteren E. V. Poorten 58 25 0 05 Jul 2021
One to Many: Adaptive Instrument Segmentation via Meta Learning and Dynamic Online Adaptation in Robotic Surgical Video Zixu Zhao Yueming Jin Bo Lu Chi-Fai Ng Qi Dou Yunhui Liu Pheng-Ann Heng 53 24 0 24 Mar 2021
Image Compositing for Segmentation of Surgical Tools without Manual Annotations Luis C. Garcia-Peraza-Herrera Lucas Fidon Claudia DrEttorre Danail Stoyanov Tom Vercauteren Sebastien Ourselin 33 40 0 18 Feb 2021
Synthetic and Real Inputs for Tool Segmentation in Robotic Surgery Emanuele Colleoni P. J. Eddie Edwards Danail Stoyanov MedIm 54 61 0 17 Jul 2020
ISINet: An Instance-Based Approach for Surgical Instrument Segmentation Cristina González Laura Bravo-Sánchez Pablo Arbeláez 65 81 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 54 20 0 09 Jul 2020
Searching for Efficient Architecture for Instrument Segmentation in Robotic Surgery D. Pakhomov Nassir Navab 29 15 0 08 Jul 2020
LC-GAN: Image-to-image Translation Based on Generative Adversarial Network for Endoscopic Images Shan Lin Fangbo Qin Yangming Li Randall Bly K. Moe Blake Hannaford GAN MedIm 36 36 0 10 Mar 2020
AP-MTL: Attention Pruned Multi-task Learning Model for Real-time Instrument Detection and Segmentation in Robot-assisted Surgery Mobarakol Islam V. Vibashan Hongliang Ren 41 28 0 10 Mar 2020
Towards Better Surgical Instrument Segmentation in Endoscopic Vision: Multi-Angle Feature Aggregation and Contour Supervision Fangbo Qin Shan Lin Yangming Li Randall Bly K. Moe Blake Hannaford 70 51 0 25 Feb 2020
Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery Video Yueming Jin Keyun Cheng Qi Dou Pheng-Ann Heng 62 119 0 18 Jul 2019
Generating large labeled data sets for laparoscopic image processing tasks using unpaired image-to-image translation Micha Pfeiffer Isabel Funke M. Robu S. Bodenstedt Leon Strenger ... Lena Maier-Hein C. Riediger T. Welsch Jürgen Weitz Stefanie Speidel MedIm 70 92 0 05 Jul 2019
RASNet: Segmentation for Tracking Surgical Instruments in Surgical Videos Using Refined Attention Segmentation Network Zhen-Liang Ni Guibin Bian Xiaoliang Xie Z. Hou Xiao-Hu Zhou Yan-Jie Zhou 51 68 0 21 May 2019
2017 Robotic Instrument Segmentation Challenge M. Allan Alexey A. Shvets T. Kurmann Zichen Zhang Rahul Duggal ... Jian Yang Danail Stoyanov Lena Maier-Hein Stefanie Speidel M. Azizian 85 230 0 18 Feb 2019
Comparative evaluation of instrument segmentation and tracking methods in minimally invasive surgery S. Bodenstedt M. Allan Anthony Agustinos Xiaofei Du Luis C. Garcia-Peraza-Herrera ... M. Wagner Pamela Wochner Lena Maier-Hein Danail Stoyanov Stefanie Speidel 66 63 0 07 May 2018
ToolNet: Holistically-Nested Real-Time Segmentation of Robotic Surgical Tools Luis C. Garcia-Peraza-Herrera Wenqi Li Lucas Fidon Caspar Gruijthuijsen A. Devreker ... Jan Deprest E. V. Poorten Danail Stoyanov Tom Vercauteren Sebastien Ourselin 46 129 0 25 Jun 2017
Concurrent Segmentation and Localization for Tracking of Surgical Instruments Iro Laina Nicola Rieke Christian Rupprecht Josué Page Vizcaíno Abouzar Eslami Federico Tombari Nassir Navab 54 148 0 30 Mar 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 111 5,554 0 30 Mar 2017
Deep Residual Learning for Instrument Segmentation in Robotic Surgery D. Pakhomov Vittal Premachandran M. Allan M. Azizian Nassir Navab MedIm 40 118 0 24 Mar 2017