Kyung-Ryoul Mun

Dawoon Jung

Konki Sravan Kumar

Hwasup Lim

J. Biomed. Informatics, November, 2023

A Residual Attention-based EfficientNet Homography Estimation Model for Sports Field Registration.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

3D Ball Trajectory Reconstruction of a Ballistic Shot from a Monocular Basketball Video.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

Deep Learning-Based Gait Event Prediction through a Single Waist-worn Wearable Sensor.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Consumer Electronics, 2023

Machine learning-based classification and risk factor analysis of frailty in Korean community-dwelling older adults.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Image-based Gait Spatiotemporal Parameters Estimation using a Single Camera and CNN-Transformer Hybrid Network.

[BibT_eX]

[DOI]

Quynh Hoang Ngan Nguyen

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Gait Events Prediction Using Hybrid CNN-RNN-Based Deep Learning Models through a Single Waist-Worn Wearable Sensor.

[BibT_eX]

[DOI]

Sensors, 2022

Ball Position Feature Embedded Group Activity Recognition Model for Team Sport Games.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Artificial Intelligence, 2022

Prediction of lower limb kinematics from vision-based system using deep learning approaches.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Identifying Depression in the Elderly Using Gait Accelerometry.

[BibT_eX]

[DOI]

Dawoon Jung

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Deep Learning Networks for View-independent Knee and Elbow Joint Angle Estimation.

[BibT_eX]

[DOI]

Konki Sravan Kumar

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Classifying the Risk of Cognitive Impairment Using Sequential Gait Characteristics and Long Short-Term Memory Networks.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2021

Frailty Assessment Using Temporal Gait Characteristics and a Long Short-Term Memory Network.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2021

Vision-based human joint angular velocity estimation during squat and walking on a treadmill actions.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Personal Identification Using Gait Spectrograms and Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

Dawoon Jung

Mau Dung Nguyen

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

A Study on the Contribution of Medial and Lateral Longitudinal Foot Arch to Human Gait.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Vision-Based Gait Events Detection Using Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Gait-based Frailty Assessment using Image Representation of IMU Signals and Deep CNN.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Gait-based Human Identification through Minimum Gait-phases and Sensors.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

IMU-based Spectrogram Approach with Deep Convolutional Neural Networks for Gait Classification.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Consumer Electronics (ICCE), 2020

Walking-in-Place Characteristics-Based Geriatric Assessment Using Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

The Relationship Between Foot Feature Parameters and Postural Stability in Healthy Subjects.

[BibT_eX]

[DOI]

Hum. Factors, 2019

An Elbow Joint Angle Estimation Method Based on sEMG Feature and the Extra IMF Feature.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Real-time Computing and Robotics, 2019

A Multi-Gestures Recognition System Based on Less sEMG Sensors.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Advanced Robotics and Mechatronics, 2019

Deep Neural Network-Based Gait Classification Using Wearable Inertial Sensor Data.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2017

A Foot-Arch Parameter Measurement System Using a RGB-D Camera.

[BibT_eX]

[DOI]

Sensors, 2017

Resistance training using a novel robotic walker for over-ground gait rehabilitation: a preliminary study on healthy subjects.

[BibT_eX]

[DOI]

Brandon Bao Sheng Yeo

Zhao Guo

Soon Cheol Chung

Haoyong Yu

Medical Biol. Eng. Comput., 2017

Biomechanical effects of body weight support with a novel robotic walker for over-ground gait rehabilitation.

[BibT_eX]

[DOI]

Medical Biol. Eng. Comput., 2017

2016

Restriction of pelvic lateral and rotational motions alters lower limb kinematics and muscle activation pattern during over-ground walking.

[BibT_eX]

[DOI]

Zhao Guo

Haoyong Yu

Medical Biol. Eng. Comput., 2016

Unbalance detection to avoid falls with the use of a smart walker.

[BibT_eX]

[DOI]

Solenne Page