Sensor-based Gait Parameter Extraction with Deep Convolutional Neural
Networks

Sensor-based Gait Parameter Extraction with Deep Convolutional Neural Networks

12 September 2016

Karl-Gunter Gasmann

Björn Eskofier

Papers citing "Sensor-based Gait Parameter Extraction with Deep Convolutional Neural Networks"

19 / 19 papers shown

Title
Millimeter Wave Radar-based Human Activity Recognition for Healthcare Monitoring Robot Zhanzhong Gu Xiangjian He Gengfa Fang Chengpei Xu Feng Xia Wenjing Jia 36 3 0 03 May 2024
Machine-learning parameter tracking with partial state observation Zheng-Meng Zhai Mohammadamin Moradi Bryan Glaz Mulugeta Haile Ying-Cheng Lai 22 7 0 15 Nov 2023
Assessing Smart Algorithms for Gait Phases Detection in Lower Limb Prosthesis: A Comprehensive Review JK BarathKumar S. AswadhKhumarG 22 0 0 15 Oct 2023
Evaluating Intelligent Algorithms for Gait Phase Classification in Lower Limb Robotic Systems JK BarathKumar S. AswadhKhumarG 15 0 0 15 Oct 2023
Real-Time Wearable Gait Phase Segmentation For Running And Walking Jien-De Sui Wei-Han Chen T. Shiang Tian-Sheuan Chang 13 12 0 10 May 2022
Deep Gait Tracking With Inertial Measurement Unit Jien-De Sui Tian-Sheuan Chang 9 3 0 10 May 2022
IMU Based Deep Stride Length Estimation With Self-Supervised Learning Jien-De Sui Tian-Sheuan Chang SSL 14 13 0 06 May 2022
Gait Events Prediction using Hybrid CNN-RNN-based Deep Learning models through a Single Waist-worn Wearable Sensor Muhammad Zeeshan Arshad Ankhzaya Jamsrandorj Jinwook Kim Kyung-Ryoul Mun HAI 20 18 0 28 Feb 2022
Classification of anomalous gait using Machine Learning techniques and embedded sensors T. R. D. Sa C. Figueiredo 14 0 0 08 Oct 2021
TransPose: Real-time 3D Human Translation and Pose Estimation with Six Inertial Sensors Xinyu Yi Yuxiao Zhou F. Xu 3DH 19 69 0 10 May 2021
Octave Mix: Data augmentation using frequency decomposition for activity recognition Tatsuhito Hasegawa 25 3 0 08 Jan 2021
Pedestrian Tracking with Gated Recurrent Units and Attention Mechanisms Mahdi Elhousni Xinming Huang 6 0 0 31 May 2020
Deep Learning Techniques for Improving Digital Gait Segmentation M. Gadaleta Giulia Cisotto M. Rossi R. Rehman L. Rochester S. D. Din 14 32 0 09 Jul 2019
Sensor Fusion for Predictive Control of Human-Prosthesis-Environment Dynamics in Assistive Walking: A Survey Kuangen Zhang Clarence W. de Silva Chenglong Fu 11 27 0 18 Mar 2019
Deep Inertial Poser: Learning to Reconstruct Human Pose from Sparse Inertial Measurements in Real Time Yinghao Huang Manuel Kaufmann Emre Aksan Michael J. Black Otmar Hilliges Gerard Pons-Moll 3DH 18 174 0 10 Oct 2018
Automatic Classification of Functional Gait Disorders D. Slijepcevic Matthias Zeppelzauer Anna-Maria Gorgas C. Schwab Michael Schüller A. Baca C. Breiteneder B. Horsak 8 51 0 18 Dec 2017
Vision-Based Assessment of Parkinsonism and Levodopa-Induced Dyskinesia with Deep Learning Pose Estimation Michael H. Li T. Mestre S. Fox Babak Taati 13 98 0 25 Jul 2017
Deep Learning for Sensor-based Activity Recognition: A Survey Jindong Wang Yiqiang Chen Shuji Hao Xiaohui Peng Lisha Hu HAI 14 1,614 0 12 Jul 2017
Sparse Inertial Poser: Automatic 3D Human Pose Estimation from Sparse IMUs T. V. Marcard Bodo Rosenhahn Michael J. Black Gerard Pons-Moll 3DH 31 297 0 23 Mar 2017