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1609.03323
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Sensor-based Gait Parameter Extraction with Deep Convolutional Neural Networks
12 September 2016
J. Hannink
T. Kautz
C. Pasluosta
Karl-Gunter Gasmann
J. Klucken
Björn Eskofier
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Papers citing
"Sensor-based Gait Parameter Extraction with Deep Convolutional Neural Networks"
20 / 20 papers shown
Parkinson's Disease Freezing of Gait (FoG) Symptom Detection Using Machine Learning from Wearable Sensor Data
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14 Jun 2025
Millimeter Wave Radar-based Human Activity Recognition for Healthcare Monitoring Robot
Zhanzhong Gu
Xiangjian He
Gengfa Fang
Chengpei Xu
Xiwei Xu
Wenjing Jia
185
8
0
03 May 2024
Machine-learning parameter tracking with partial state observation
Physical Review Research (Phys. Rev. Res.), 2023
Zheng-Meng Zhai
Mohammadamin Moradi
Bryan Glaz
Mulugeta Haile
Ying-Cheng Lai
298
10
0
15 Nov 2023
Assessing Smart Algorithms for Gait Phases Detection in Lower Limb Prosthesis: A Comprehensive Review
JK BarathKumar
S. AswadhKhumarG
117
0
0
15 Oct 2023
Evaluating Intelligent Algorithms for Gait Phase Classification in Lower Limb Robotic Systems
JK BarathKumar
S. AswadhKhumarG
152
1
0
15 Oct 2023
Real-Time Wearable Gait Phase Segmentation For Running And Walking
International Symposium on Circuits and Systems (ISCAS), 2020
Jien-De Sui
Wei-Han Chen
T. Shiang
Tian-Sheuan Chang
118
15
0
10 May 2022
Deep Gait Tracking With Inertial Measurement Unit
IEEE Sensors Letters (IEEE Sens. Lett.), 2019
Jien-De Sui
Tian-Sheuan Chang
143
4
0
10 May 2022
IMU Based Deep Stride Length Estimation With Self-Supervised Learning
IEEE Sensors Journal (IEEE Sens. J.), 2021
Jien-De Sui
Tian-Sheuan Chang
SSL
109
22
0
06 May 2022
Gait Events Prediction using Hybrid CNN-RNN-based Deep Learning models through a Single Waist-worn Wearable Sensor
Italian National Conference on Sensors (INS), 2022
Muhammad Zeeshan Arshad
Ankhzaya Jamsrandorj
Jinwook Kim
Kyung-Ryoul Mun
HAI
221
40
0
28 Feb 2022
Classification of anomalous gait using Machine Learning techniques and embedded sensors
T. R. D. Sa
C. Figueiredo
148
0
0
08 Oct 2021
TransPose: Real-time 3D Human Translation and Pose Estimation with Six Inertial Sensors
ACM Transactions on Graphics (TOG), 2021
Xinyu Yi
Yuxiao Zhou
F. Xu
3DH
200
91
0
10 May 2021
Octave Mix: Data augmentation using frequency decomposition for activity recognition
IEEE Access (IEEE Access), 2021
Tatsuhito Hasegawa
206
3
0
08 Jan 2021
Pedestrian Tracking with Gated Recurrent Units and Attention Mechanisms
International Symposium on Circuits and Systems (ISCAS), 2020
Mahdi Elhousni
Xinming Huang
153
0
0
31 May 2020
Deep Learning Techniques for Improving Digital Gait Segmentation
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019
M. Gadaleta
Giulia Cisotto
M. Rossi
R. Rehman
L. Rochester
S. D. Din
105
34
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
145
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
233
210
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
166
57
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
175
106
0
25 Jul 2017
Deep Learning for Sensor-based Activity Recognition: A Survey
Yongfeng Zhang
Yiqiang Chen
Shuji Hao
Xiaohui Peng
Lisha Hu
HAI
360
1,791
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
353
348
0
23 Mar 2017
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