Design of a novel robotic over-ground walking device for gait rehabilitation. - Kyung-Ryoul Mun; Haoyong Yu; Chi Zhu 001; Manolo S. T. A. Cruz (AMC, 2014)

Unbalance detection to avoid falls with the use of a smart walker. - Solenne Page; Kyung-Ryoul Mun; Zhao Guo; Francisco Anaya Reyes; Haoyong Yu; Viviane Pasqui (BioRob, 2016)

Restriction of pelvic lateral and rotational motions alters lower limb kinematics and muscle activation pattern during over-ground walking. - Kyung-Ryoul Mun; Zhao Guo; Haoyong Yu (Medical Biol. Eng. Comput., 2016)

Biomechanical effects of body weight support with a novel robotic walker for over-ground gait rehabilitation. - Kyung-Ryoul Mun; Su Bin Lim; Zhao Guo; Haoyong Yu (Medical Biol. Eng. Comput., 2017)

Resistance training using a novel robotic walker for over-ground gait rehabilitation: a preliminary study on healthy subjects. - Kyung-Ryoul Mun; Brandon Bao Sheng Yeo; Zhao Guo; Soon Cheol Chung; Haoyong Yu (Medical Biol. Eng. Comput., 2017)

A Foot-Arch Parameter Measurement System Using a RGB-D Camera. - Sungkuk Chun; Sejin Kong; Kyung-Ryoul Mun; Jinwook Kim (Sensors, 2017)

Deep Neural Network-Based Gait Classification Using Wearable Inertial Sensor Data. - Dawoon Jung; Mau Dung Nguyen; Jooin Han; Mina Park; Kwanhoon Lee; Seonggeun Yoo; Jinwook Kim; Kyung-Ryoul Mun (EMBC, 2019)

A Multi-Gestures Recognition System Based on Less sEMG Sensors. - Yikang Yang; Feng Duan; Jia Ren; Zhenqiang Liu; Chi Zhu 001; Yew Guan Soo; Kyung-Ryoul Mun (ICARM, 2019)

An Elbow Joint Angle Estimation Method Based on sEMG Feature and the Extra IMF Feature. - Yizhi Lv; Feng Duan; Jiawei Chen; Zhenglu Yang; Yew Guan Soo; Kyung-Ryoul Mun; Chi Zhu 001 (RCAR, 2019)

The Relationship Between Foot Feature Parameters and Postural Stability in Healthy Subjects. - Kyung-Ryoul Mun; Sungkuk Chun; Junggi Hong; Jinwook Kim (Hum. Factors, 2019)

Walking-in-Place Characteristics-Based Geriatric Assessment Using Deep Convolutional Neural Networks. - Dawoon Jung; Mau Dung Nguyen; Mina Park; Miji Kim; Chang Won Won; Jinwook Kim; Kyung-Ryoul Mun (EMBC, 2020)

IMU-based Spectrogram Approach with Deep Convolutional Neural Networks for Gait Classification. - Mau Dung Nguyen; Kyung-Ryoul Mun; Dawoon Jung; Jooin Han; Mina Park; Jeuk Kim; Jinwook Kim (ICCE, 2020)

Gait-based Human Identification through Minimum Gait-phases and Sensors. - Muhammad Zeeshan Arshad; Dawoon Jung; Mina Park; Kyung-Ryoul Mun; Jinwook Kim (EMBC, 2021)

Gait-based Frailty Assessment using Image Representation of IMU Signals and Deep CNN. - Muhammad Zeeshan Arshad; Dawoon Jung; Mina Park; Hyungeun Shin; Jinwook Kim; Kyung-Ryoul Mun (EMBC, 2021)

Vision-Based Gait Events Detection Using Deep Convolutional Neural Networks. - Ankhzaya Jamsrandorj; Mau Dung Nguyen; Mina Park; Konki Sravan Kumar; Kyung-Ryoul Mun; Jinwook Kim (EMBC, 2021)

A Study on the Contribution of Medial and Lateral Longitudinal Foot Arch to Human Gait. - Dawoon Jung; Kyung-Ryoul Mun; Seonggeun Yoo; Heeeun Jung; Jinwook Kim (EMBC, 2021)

Personal Identification Using Gait Spectrograms and Deep Convolutional Neural Networks. - Dawoon Jung; Mau Dung Nguyen; Muhammad Zeeshan Arshad; Jinwook Kim; Kyung-Ryoul Mun (EMBC, 2021)

Vision-based human joint angular velocity estimation during squat and walking on a treadmill actions. - Konki Sravan Kumar; Ankhzaya Jamsarndorj; Dawoon Jung; Daehyun Lee; Jinwook Kim; Kyung-Ryoul Mun (EMBC, 2021)

Frailty Assessment Using Temporal Gait Characteristics and a Long Short-Term Memory Network. - Dawoon Jung; Jinwook Kim; Miji Kim; Chang Won Won; Kyung-Ryoul Mun (IEEE J. Biomed. Health Informatics, 2021)

Classifying the Risk of Cognitive Impairment Using Sequential Gait Characteristics and Long Short-Term Memory Networks. - Dawoon Jung; Jinwook Kim; Miji Kim; Chang Won Won; Kyung-Ryoul Mun (IEEE J. Biomed. Health Informatics, 2021)

Deep Learning Networks for View-independent Knee and Elbow Joint Angle Estimation. - Ankhzaya Jamsrandorj; Konki Sravan Kumar; Muhammad Zeeshan Arshad; Kyung-Ryoul Mun; Jinwook Kim (EMBC, 2022)

Identifying Depression in the Elderly Using Gait Accelerometry. - Dawoon Jung; Jinwook Kim; Kyung-Ryoul Mun (EMBC, 2022)

Prediction of lower limb kinematics from vision-based system using deep learning approaches. - Konki Sravan Kumar; Ankhzaya Jamsrandorj; Jinwook Kim; Kyung-Ryoul Mun (EMBC, 2022)

Ball Position Feature Embedded Group Activity Recognition Model for Team Sport Games. - Ankhzaya Jamsrandorj; Vanyi Chao; Yin May Oo; Kyung-Ryoul Mun; Jinwook Kim (MLIS, 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 (Sensors, 2022)

Image-based Gait Spatiotemporal Parameters Estimation using a Single Camera and CNN-Transformer Hybrid Network. - Ankhzaya Jamsrandorj; Quynh Hoang Ngan Nguyen; Dawoon Jung; Min Seok Baek; Kyung-Ryoul Mun; Jinwook Kim (EMBC, 2023)

Machine learning-based classification and risk factor analysis of frailty in Korean community-dwelling older adults. - Heeeun Jung; Miji Kim; Chang Won Won; Jinwook Kim; Kyung-Ryoul Mun (EMBC, 2023)

Deep Learning-Based Gait Event Prediction through a Single Waist-worn Wearable Sensor. - Muhammad Zeeshan Arshad; Daehyun Lee; Dawoon Jung; Ankhzaya Jamsrandorj; Jinwook Kim; Kyung-Ryoul Mun (ICCE, 2023)

3D Ball Trajectory Reconstruction of a Ballistic Shot from a Monocular Basketball Video. - Vanyi Chao; Ankhzaya Jamsrandorj; Yin May Oo; Kyung-Ryoul Mun; Jinwook Kim (IECON, 2023)

A Residual Attention-based EfficientNet Homography Estimation Model for Sports Field Registration. - Yin May Oo; Ankhzaya Jamsrandorj; Vanyi Chao; Kyung-Ryoul Mun; Jinwook Kim (IECON, 2023)

View-independent gait events detection using CNN-transformer hybrid network. - Ankhzaya Jamsrandorj; Dawoon Jung; Konki Sravan Kumar; Muhammad Zeeshan Arshad; Hwasup Lim; Jinwook Kim; Kyung-Ryoul Mun (J. Biomed. Informatics, 2023)

Classification of Abnormal Gaits with Machine Learning Algorithms using Sensor-Inherited Insoles. - Beomjoon Park; Minhye Kim; Dawoon Jung; Daehyun Lee; Jinwook Kim; Kyung-Ryoul Mun (EMBC, 2024)

Tracking the Blur: Accurate Ball Trajectory Detection in Broadcast Sports Videos. - Vanyi Chao; Hoang Quoc Nguyen; Ankhzaya Jamsrandorj; Yin May Oo; Kyung-Ryoul Mun; Hyowon Park; Sangwon Park; Jinwook Kim (MMSports@MM, 2024)

Identifying Parkinson's disease and its stages using static standing balance. - Dawoon Jung; Dallah Yoo; Jinwook Kim; Tae-Beom Ahn; Kyung-Ryoul Mun (npj Digit. Medicine, 2024)

VNL-STES: A Benchmark Dataset and Model for Spatiotemporal Event Spotting in Volleyball Analytics. - Hoang Quoc Nguyen; Ankhzaya Jamsrandorj; Vanyi Chao; Yin May Oo; Muhammad Amrulloh Robbani; Kyung-Ryoul Mun; Jinwook Kim (CVPR Workshops, 2025)

Jump-Aware: Player Position Rectification and Identification in Dynamic Sports Using Jump Event Spotting. - Yin May Oo; Ankhzaya Jamsrandorj; Vanyi Chao; Hoang Quoc Nguyen; Yewon Hwang; Kyung-Ryoul Mun; Jinwook Kim (CVPR Workshops, 2025)