Kyung-Ryoul Mun

41 papers C 4Journal 15Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A vision-based system analyzing sit-to-stand and its clinical utility in classifying Parkinson's disease. Expert Syst. Appl. Yin May Oo, Ankhzaya Jamsrandorj, Heeeun Jung, Quynh Hoang Ngan Nguyen, Dawoon Jung, Dallah Yoo, Jinwook Kim, Tae-Beom Ahn, Kyung-Ryoul Mun
2026	J	`jnl`	GFASNet: Gait feature attention-driven deep sequential network for dementia-related gait pattern analysis. Artif. Intell. Medicine Quynh Hoang Ngan Nguyen, Ankhzaya Jamsrandorj, Dawoon Jung, Sung Woo Kim, Jinwook Kim, Min Seok Baek, Kyung-Ryoul Mun
2025	—	`conf`	Jump-Aware: Player Position Rectification and Identification in Dynamic Sports Using Jump Event Spotting. CVPR Workshops Yin May Oo, Ankhzaya Jamsrandorj, Vanyi Chao, Hoang Quoc Nguyen, Yewon Hwang, Kyung-Ryoul Mun, Jinwook Kim
2025	—	`conf`	VNL-STES: A Benchmark Dataset and Model for Spatiotemporal Event Spotting in Volleyball Analytics. CVPR Workshops Hoang Quoc Nguyen, Ankhzaya Jamsrandorj, Vanyi Chao, Yin May Oo, Muhammad Amrulloh Robbani, Kyung-Ryoul Mun, Jinwook Kim
2024	—	`conf`	Classification of Abnormal Gaits with Machine Learning Algorithms using Sensor-Inherited Insoles. EMBC Beomjoon Park, Minhye Kim, Dawoon Jung, Daehyun Lee, Jinwook Kim, Kyung-Ryoul Mun
2024	J	`jnl`	Identifying Parkinson's disease and its stages using static standing balance. npj Digit. Medicine Dawoon Jung, Dallah Yoo, Jinwook Kim, Tae-Beom Ahn, Kyung-Ryoul Mun
2024	—	`conf`	Tracking the Blur: Accurate Ball Trajectory Detection in Broadcast Sports Videos. MMSports@MM Vanyi Chao, Hoang Quoc Nguyen, Ankhzaya Jamsrandorj, Yin May Oo, Kyung-Ryoul Mun, Hyowon Park, Sangwon Park, Jinwook Kim
2023	C	`conf`	3D Ball Trajectory Reconstruction of a Ballistic Shot from a Monocular Basketball Video. IECON Vanyi Chao, Ankhzaya Jamsrandorj, Yin May Oo, Kyung-Ryoul Mun, Jinwook Kim
2023	C	`conf`	A Residual Attention-based EfficientNet Homography Estimation Model for Sports Field Registration. IECON Yin May Oo, Ankhzaya Jamsrandorj, Vanyi Chao, Kyung-Ryoul Mun, Jinwook Kim
2023	C	`conf`	Deep Learning-Based Gait Event Prediction through a Single Waist-worn Wearable Sensor. ICCE Muhammad Zeeshan Arshad, Daehyun Lee, Dawoon Jung, Ankhzaya Jamsrandorj, Jinwook Kim, Kyung-Ryoul Mun
2023	—	`conf`	Image-based Gait Spatiotemporal Parameters Estimation using a Single Camera and CNN-Transformer Hybrid Network. EMBC Ankhzaya Jamsrandorj, Quynh Hoang Ngan Nguyen, Dawoon Jung, Min Seok Baek, Kyung-Ryoul Mun, Jinwook Kim
2023	—	`conf`	Machine learning-based classification and risk factor analysis of frailty in Korean community-dwelling older adults. EMBC Heeeun Jung, Miji Kim, Chang Won Won, Jinwook Kim, Kyung-Ryoul Mun
2023	J	`jnl`	View-independent gait events detection using CNN-transformer hybrid network. J. Biomed. Informatics Ankhzaya Jamsrandorj, Dawoon Jung, Konki Sravan Kumar, Muhammad Zeeshan Arshad, Hwasup Lim, Jinwook Kim, Kyung-Ryoul Mun
2022	—	`conf`	Ball Position Feature Embedded Group Activity Recognition Model for Team Sport Games. MLIS Ankhzaya Jamsrandorj, Vanyi Chao, Yin May Oo, Kyung-Ryoul Mun, Jinwook Kim
2022	—	`conf`	Deep Learning Networks for View-independent Knee and Elbow Joint Angle Estimation. EMBC Ankhzaya Jamsrandorj, Konki Sravan Kumar, Muhammad Zeeshan Arshad, Kyung-Ryoul Mun, Jinwook Kim
2022	J	`jnl`	Gait Events Prediction Using Hybrid CNN-RNN-Based Deep Learning Models through a Single Waist-Worn Wearable Sensor. Sensors Muhammad Zeeshan Arshad, Ankhzaya Jamsrandorj, Jinwook Kim, Kyung-Ryoul Mun
2022	J	`jnl`	Gait Events Prediction using Hybrid CNN-RNN-based Deep Learning models through a Single Waist-worn Wearable Sensor. CoRR Muhammad Zeeshan Arshad, Ankhzaya Jamsrandorj, Jinwook Kim, Kyung-Ryoul Mun
2022	—	`conf`	Identifying Depression in the Elderly Using Gait Accelerometry. EMBC Dawoon Jung, Jinwook Kim, Kyung-Ryoul Mun
2022	—	`conf`	Prediction of lower limb kinematics from vision-based system using deep learning approaches. EMBC Konki Sravan Kumar, Ankhzaya Jamsrandorj, Jinwook Kim, Kyung-Ryoul Mun
2021	—	`conf`	A Study on the Contribution of Medial and Lateral Longitudinal Foot Arch to Human Gait. EMBC Dawoon Jung, Kyung-Ryoul Mun, Seonggeun Yoo, Heeeun Jung, Jinwook Kim
2021	J	`jnl`	Classifying the Risk of Cognitive Impairment Using Sequential Gait Characteristics and Long Short-Term Memory Networks. IEEE J. Biomed. Health Informatics Dawoon Jung, Jinwook Kim, Miji Kim, Chang Won Won, Kyung-Ryoul Mun
2021	J	`jnl`	Frailty Assessment Using Temporal Gait Characteristics and a Long Short-Term Memory Network. IEEE J. Biomed. Health Informatics Dawoon Jung, Jinwook Kim, Miji Kim, Chang Won Won, Kyung-Ryoul Mun
2021	—	`conf`	Gait-based Frailty Assessment using Image Representation of IMU Signals and Deep CNN. EMBC Muhammad Zeeshan Arshad, Dawoon Jung, Mina Park, Hyungeun Shin, Jinwook Kim, Kyung-Ryoul Mun
2021	J	`jnl`	Gait-based Frailty Assessment using Image Representation of IMU Signals and Deep CNN. CoRR Muhammad Zeeshan Arshad, Dawoon Jung, Mina Park, Hyungeun Shin, Jinwook Kim, Kyung-Ryoul Mun
2021	—	`conf`	Gait-based Human Identification through Minimum Gait-phases and Sensors. EMBC Muhammad Zeeshan Arshad, Dawoon Jung, Mina Park, Kyung-Ryoul Mun, Jinwook Kim
2021	J	`jnl`	Gait-based Human Identification through Minimum Gait-phases and Sensors. CoRR Muhammad Zeeshan Arshad, Dawoon Jung, Mina Park, Kyung-Ryoul Mun, Jinwook Kim
2021	—	`conf`	Personal Identification Using Gait Spectrograms and Deep Convolutional Neural Networks. EMBC Dawoon Jung, Mau Dung Nguyen, Muhammad Zeeshan Arshad, Jinwook Kim, Kyung-Ryoul Mun
2021	—	`conf`	Vision-Based Gait Events Detection Using Deep Convolutional Neural Networks. EMBC Ankhzaya Jamsrandorj, Mau Dung Nguyen, Mina Park, Konki Sravan Kumar, Kyung-Ryoul Mun, Jinwook Kim
2021	—	`conf`	Vision-based human joint angular velocity estimation during squat and walking on a treadmill actions. EMBC Konki Sravan Kumar, Ankhzaya Jamsarndorj, Dawoon Jung, Daehyun Lee, Jinwook Kim, Kyung-Ryoul Mun
2020	C	`conf`	IMU-based Spectrogram Approach with Deep Convolutional Neural Networks for Gait Classification. ICCE Mau Dung Nguyen, Kyung-Ryoul Mun, Dawoon Jung, Jooin Han, Mina Park, Jeuk Kim, Jinwook Kim
2020	—	`conf`	Walking-in-Place Characteristics-Based Geriatric Assessment Using Deep Convolutional Neural Networks. EMBC Dawoon Jung, Mau Dung Nguyen, Mina Park, Miji Kim, Chang Won Won, Jinwook Kim, Kyung-Ryoul Mun
2019	—	`conf`	A Multi-Gestures Recognition System Based on Less sEMG Sensors. ICARM Yikang Yang, Feng Duan, Jia Ren, Zhenqiang Liu, Chi Zhu, Yew Guan Soo, Kyung-Ryoul Mun
2019	—	`conf`	An Elbow Joint Angle Estimation Method Based on sEMG Feature and the Extra IMF Feature. RCAR Yizhi Lv, Feng Duan, Jiawei Chen, Zhenglu Yang, Yew Guan Soo, Kyung-Ryoul Mun, Chi Zhu
2019	—	`conf`	Deep Neural Network-Based Gait Classification Using Wearable Inertial Sensor Data. EMBC Dawoon Jung, Mau Dung Nguyen, Jooin Han, Mina Park, Kwanhoon Lee, Seonggeun Yoo, Jinwook Kim, Kyung-Ryoul Mun
2019	J	`jnl`	The Relationship Between Foot Feature Parameters and Postural Stability in Healthy Subjects. Hum. Factors Kyung-Ryoul Mun, Sungkuk Chun, Junggi Hong, Jinwook Kim
2017	J	`jnl`	A Foot-Arch Parameter Measurement System Using a RGB-D Camera. Sensors Sungkuk Chun, Sejin Kong, Kyung-Ryoul Mun, Jinwook Kim
2017	J	`jnl`	Biomechanical effects of body weight support with a novel robotic walker for over-ground gait rehabilitation. Medical Biol. Eng. Comput. Kyung-Ryoul Mun, Su Bin Lim, Zhao Guo, Haoyong Yu
2017	J	`jnl`	Resistance training using a novel robotic walker for over-ground gait rehabilitation: a preliminary study on healthy subjects. Medical Biol. Eng. Comput. Kyung-Ryoul Mun, Brandon Bao Sheng Yeo, Zhao Guo, Soon Cheol Chung, Haoyong Yu
2016	J	`jnl`	Restriction of pelvic lateral and rotational motions alters lower limb kinematics and muscle activation pattern during over-ground walking. Medical Biol. Eng. Comput. Kyung-Ryoul Mun, Zhao Guo, Haoyong Yu
2016	—	`conf`	Unbalance detection to avoid falls with the use of a smart walker. BioRob Solenne Page, Kyung-Ryoul Mun, Zhao Guo, Francisco Anaya Reyes, Haoyong Yu, Viviane Pasqui
2014	—	`conf`	Design of a novel robotic over-ground walking device for gait rehabilitation. AMC Kyung-Ryoul Mun, Haoyong Yu, Chi Zhu, Manolo S. T. A. Cruz