Kyung-Ryoul Mun

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 33

Top Topics

Angular Velocity

Convolutional Neural Networks

Top Venues

Medical Biol. Eng. Comput.

IEEE J. Biomed. Health Informatics

Publications

Yin May Oo, Ankhzaya Jamsrandorj, Vanyi Chao, Kyung-Ryoul Mun, Jinwook Kim
A Residual Attention-based EfficientNet Homography Estimation Model for Sports Field Registration. IECON (2023)
Muhammad Zeeshan Arshad, Daehyun Lee, Dawoon Jung, Ankhzaya Jamsrandorj, Jinwook Kim, Kyung-Ryoul Mun
Deep Learning-Based Gait Event Prediction through a Single Waist-worn Wearable Sensor. ICCE (2023)
Vanyi Chao, Ankhzaya Jamsrandorj, Yin May Oo, Kyung-Ryoul Mun, Jinwook Kim
3D Ball Trajectory Reconstruction of a Ballistic Shot from a Monocular Basketball Video. IECON (2023)
Ankhzaya Jamsrandorj, Quynh Hoang Ngan Nguyen, Dawoon Jung, Min Seok Baek, Kyung-Ryoul Mun, Jinwook Kim
Image-based Gait Spatiotemporal Parameters Estimation using a Single Camera and CNN-Transformer Hybrid Network. EMBC (2023)
Ankhzaya Jamsrandorj, Dawoon Jung, Konki Sravan Kumar, Muhammad Zeeshan Arshad, Hwasup Lim, Jinwook Kim, Kyung-Ryoul Mun
View-independent gait events detection using CNN-transformer hybrid network. J. Biomed. Informatics 147 (2023)
Heeeun Jung, Miji Kim, Chang Won Won, Jinwook Kim, Kyung-Ryoul Mun
Machine learning-based classification and risk factor analysis of frailty in Korean community-dwelling older adults. EMBC (2023)
Konki Sravan Kumar, Ankhzaya Jamsrandorj, Jinwook Kim, Kyung-Ryoul Mun
Prediction of lower limb kinematics from vision-based system using deep learning approaches. EMBC (2022)
Ankhzaya Jamsrandorj, Vanyi Chao, Yin May Oo, Kyung-Ryoul Mun, Jinwook Kim
Ball Position Feature Embedded Group Activity Recognition Model for Team Sport Games. MLIS (2022)
Muhammad Zeeshan Arshad, Ankhzaya Jamsrandorj, Jinwook Kim, Kyung-Ryoul Mun
Gait Events Prediction Using Hybrid CNN-RNN-Based Deep Learning Models through a Single Waist-Worn Wearable Sensor. Sensors 22 (21) (2022)
Dawoon Jung, Jinwook Kim, Kyung-Ryoul Mun
Identifying Depression in the Elderly Using Gait Accelerometry. EMBC (2022)
Ankhzaya Jamsrandorj, Konki Sravan Kumar, Muhammad Zeeshan Arshad, Kyung-Ryoul Mun, Jinwook Kim
Deep Learning Networks for View-independent Knee and Elbow Joint Angle Estimation. EMBC (2022)
Muhammad Zeeshan Arshad, Ankhzaya Jamsrandorj, Jinwook Kim, Kyung-Ryoul Mun
Gait Events Prediction using Hybrid CNN-RNN-based Deep Learning models through a Single Waist-worn Wearable Sensor. CoRR (2022)
Muhammad Zeeshan Arshad, Dawoon Jung, Mina Park, Kyung-Ryoul Mun, Jinwook Kim
Gait-based Human Identification through Minimum Gait-phases and Sensors. CoRR (2021)
Muhammad Zeeshan Arshad, Dawoon Jung, Mina Park, Hyungeun Shin, Jinwook Kim, Kyung-Ryoul Mun
Gait-based Frailty Assessment using Image Representation of IMU Signals and Deep CNN. CoRR (2021)
Dawoon Jung, Kyung-Ryoul Mun, Seonggeun Yoo, Heeeun Jung, Jinwook Kim
A Study on the Contribution of Medial and Lateral Longitudinal Foot Arch to Human Gait. EMBC (2021)
Dawoon Jung, Jinwook Kim, Miji Kim, Chang Won Won, Kyung-Ryoul Mun
Classifying the Risk of Cognitive Impairment Using Sequential Gait Characteristics and Long Short-Term Memory Networks. IEEE J. Biomed. Health Informatics 25 (10) (2021)
Muhammad Zeeshan Arshad, Dawoon Jung, Mina Park, Kyung-Ryoul Mun, Jinwook Kim
Gait-based Human Identification through Minimum Gait-phases and Sensors. EMBC (2021)
Muhammad Zeeshan Arshad, Dawoon Jung, Mina Park, Hyungeun Shin, Jinwook Kim, Kyung-Ryoul Mun
Gait-based Frailty Assessment using Image Representation of IMU Signals and Deep CNN. EMBC (2021)
Konki Sravan Kumar, Ankhzaya Jamsarndorj, Dawoon Jung, Daehyun Lee, Jinwook Kim, Kyung-Ryoul Mun
Vision-based human joint angular velocity estimation during squat and walking on a treadmill actions. EMBC (2021)
Dawoon Jung, Jinwook Kim, Miji Kim, Chang Won Won, Kyung-Ryoul Mun
Frailty Assessment Using Temporal Gait Characteristics and a Long Short-Term Memory Network. IEEE J. Biomed. Health Informatics 25 (9) (2021)
Dawoon Jung, Mau Dung Nguyen, Muhammad Zeeshan Arshad, Jinwook Kim, Kyung-Ryoul Mun
Personal Identification Using Gait Spectrograms and Deep Convolutional Neural Networks. EMBC (2021)
Ankhzaya Jamsrandorj, Mau Dung Nguyen, Mina Park, Konki Sravan Kumar, Kyung-Ryoul Mun, Jinwook Kim
Vision-Based Gait Events Detection Using Deep Convolutional Neural Networks. EMBC (2021)
Dawoon Jung, Mau Dung Nguyen, Mina Park, Miji Kim, Chang Won Won, Jinwook Kim, Kyung-Ryoul Mun
Walking-in-Place Characteristics-Based Geriatric Assessment Using Deep Convolutional Neural Networks. EMBC (2020)
Mau Dung Nguyen, Kyung-Ryoul Mun, Dawoon Jung, Jooin Han, Mina Park, Jeuk Kim, Jinwook Kim
IMU-based Spectrogram Approach with Deep Convolutional Neural Networks for Gait Classification. ICCE (2020)
Kyung-Ryoul Mun, Sungkuk Chun, Junggi Hong, Jinwook Kim
The Relationship Between Foot Feature Parameters and Postural Stability in Healthy Subjects. Hum. Factors 61 (7) (2019)
Dawoon Jung, Mau Dung Nguyen, Jooin Han, Mina Park, Kwanhoon Lee, Seonggeun Yoo, Jinwook Kim, Kyung-Ryoul Mun
Deep Neural Network-Based Gait Classification Using Wearable Inertial Sensor Data. EMBC (2019)
Yikang Yang, Feng Duan, Jia Ren, Zhenqiang Liu, Chi Zhu, Yew Guan Soo, Kyung-Ryoul Mun
A Multi-Gestures Recognition System Based on Less sEMG Sensors. ICARM (2019)
Yizhi Lv, Feng Duan, Jiawei Chen, Zhenglu Yang, Yew Guan Soo, Kyung-Ryoul Mun, Chi Zhu
An Elbow Joint Angle Estimation Method Based on sEMG Feature and the Extra IMF Feature. RCAR (2019)
Kyung-Ryoul Mun, Su Bin Lim, Zhao Guo, Haoyong Yu
Biomechanical effects of body weight support with a novel robotic walker for over-ground gait rehabilitation. Medical Biol. Eng. Comput. 55 (2) (2017)
Kyung-Ryoul Mun, Brandon Bao Sheng Yeo, Zhao Guo, Soon Cheol Chung, Haoyong Yu
Resistance training using a novel robotic walker for over-ground gait rehabilitation: a preliminary study on healthy subjects. Medical Biol. Eng. Comput. 55 (10) (2017)
Sungkuk Chun, Sejin Kong, Kyung-Ryoul Mun, Jinwook Kim
A Foot-Arch Parameter Measurement System Using a RGB-D Camera. Sensors 17 (8) (2017)
Kyung-Ryoul Mun, Zhao Guo, Haoyong Yu
Restriction of pelvic lateral and rotational motions alters lower limb kinematics and muscle activation pattern during over-ground walking. Medical Biol. Eng. Comput. 54 (11) (2016)
Solenne Page, Kyung-Ryoul Mun, Zhao Guo, Francisco Anaya Reyes, Haoyong Yu, Viviane Pasqui
Unbalance detection to avoid falls with the use of a smart walker. BioRob (2016)
Kyung-Ryoul Mun, Haoyong Yu, Chi Zhu, Manolo S. T. A. Cruz
Design of a novel robotic over-ground walking device for gait rehabilitation. AMC (2014)