Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features
for Automatic Surgical Gesture Recognition in Video

Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features for Automatic Surgical Gesture Recognition in Video

26 July 2019

F. Bechtolsheim

Jürgen Weitz

Stefanie Speidel

Papers citing "Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features for Automatic Surgical Gesture Recognition in Video"

14 / 14 papers shown

Title
Machine Learning-Based Automated Assessment of Intracorporeal Suturing in Laparoscopic Fundoplication Shekhar Madhav Khairnar Huu Phong Nguyen Alexis Desir Carla Holcomb Daniel J. Scott Ganesh Sankaranarayanan 92 1 0 16 Dec 2024
GLSFormer: Gated - Long, Short Sequence Transformer for Step Recognition in Surgical Videos Nisarg A. Shah S. Sikder S. Vedula Vishal M. Patel ViT MedIm 19 7 0 20 Jul 2023
Latent Graph Representations for Critical View of Safety Assessment Aditya Murali Deepak Alapatt Pietro Mascagni Armine Vardazaryan Alain Garcia Nariaki Okamoto Didier Mutter N. Padoy MedIm 26 19 0 08 Dec 2022
Adversarial Domain Adaptation for Action Recognition Around the Clock Anwaar Ulhaq 22 3 0 25 Oct 2022
A comprehensive survey on recent deep learning-based methods applied to surgical data Mansoor Ali Rafael Martinez Garcia Peña Gilberto Ochoa-Ruiz Sharib Ali 30 6 0 03 Sep 2022
On the Pitfalls of Batch Normalization for End-to-End Video Learning: A Study on Surgical Workflow Analysis Dominik Rivoir Isabel Funke Stefanie Speidel 24 17 0 15 Mar 2022
Human Gaze Guided Attention for Surgical Activity Recognition Abdishakour Awale Duygu Sarikaya 16 0 0 09 Mar 2022
Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer Xiaojie Gao Yueming Jin Yonghao Long Qi Dou Pheng-Ann Heng MedIm 39 106 0 17 Mar 2021
Learning Invariant Representation of Tasks for Robust Surgical State Estimation Yidan Qin M. Allan Yisong Yue J. W. Burdick M. Azizian OOD 11 8 0 18 Feb 2021
Gesture Recognition in Robotic Surgery: a Review Beatrice van Amsterdam Matthew J. Clarkson Danail Stoyanov 42 91 0 29 Jan 2021
Multi-frame Feature Aggregation for Real-time Instrument Segmentation in Endoscopic Video Shan Lin Fangbo Qin Haonan Peng Randall Bly K. Moe Blake Hannaford 32 18 0 17 Nov 2020
Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery Yonghao Long J. Wu Bo Lu Yueming Jin Mathias Unberath Yunhui Liu Pheng Ann Heng Qi Dou 32 39 0 03 Nov 2020
Symmetric Dilated Convolution for Surgical Gesture Recognition Jinglu Zhang Y. Nie Yao Lyu Hailin Li Jian Chang Xiaosong Yang J. J. Zhang MedIm 33 22 0 13 Jul 2020
Multi-Task Recurrent Neural Network for Surgical Gesture Recognition and Progress Prediction Beatrice van Amsterdam Matthew J. Clarkson Danail Stoyanov 40 39 0 10 Mar 2020