Jung Keun Lee

About Jung Keun Lee

Jung Keun Lee, With an exceptional h-index of 16 and a recent h-index of 14 (since 2020), a distinguished researcher at Hankyong National University, specializes in the field of inertial motion capture, wearable sensing & robotics, data-driven estimation.

His recent articles reflect a diverse array of research interests and contributions to the field:

A CNN-LSTM Model for IMU-based Energy Expenditure Estimation under Various Walking Conditions

IMU-Based Energy Expenditure Estimation for Various Walking Conditions Using a Hybrid CNN–LSTM Model

A parallel recurrent neural network for robust inertial and magnetic sensor-based 3D orientation estimation

순환 신경망을 이용한 착용형 관성센서기반 하지 관절 역학 추정

벌크 트레일러의 순간 및 누적 분말 배출량 추정을 위한 신경망 모델 성능 비교

A Recurrent Neural Network for 3D Joint Angle Estimation based on Six-axis IMUs but without a Magnetometer

순환신경망을 이용한 압력신호기반 벌크 트레일러의 분말 순간배출량 추정

Effects of Data Augmentation on the Nine-Axis IMU-Based Orientation Estimation Accuracy of a Recurrent Neural Network

Jung Keun Lee Information

University

Position

Professor of Mechanical Engineering

Citations(all)

1399

Citations(since 2020)

750

Cited By

940

hIndex(all)

16

hIndex(since 2020)

14

i10Index(all)

23

i10Index(since 2020)

16

Email

University Profile Page

Google Scholar

Jung Keun Lee Skills & Research Interests

inertial motion capture

wearable sensing & robotics

data-driven estimation

Top articles of Jung Keun Lee

Title

Journal

Author(s)

Publication Date

A CNN-LSTM Model for IMU-based Energy Expenditure Estimation under Various Walking Conditions

Chang June Lee

Jung Keun Lee

2024/3/25

IMU-Based Energy Expenditure Estimation for Various Walking Conditions Using a Hybrid CNN–LSTM Model

Sensors

Chang June Lee

Jung Keun Lee

2024/1/10

A parallel recurrent neural network for robust inertial and magnetic sensor-based 3D orientation estimation

IEEE Access

Ji Seok Choi

Chang June Lee

Jung Keun Lee

2023/8/17

순환 신경망을 이용한 착용형 관성센서기반 하지 관절 역학 추정

Journal of the Korean Society for Precision Engineering

최지석, 이창준, 이정근

2023/8

벌크 트레일러의 순간 및 누적 분말 배출량 추정을 위한 신경망 모델 성능 비교

Journal of Sensor Science and Technology

이창준, 이정근

2023/6

A Recurrent Neural Network for 3D Joint Angle Estimation based on Six-axis IMUs but without a Magnetometer

Journal of the Korean Society for Precision Engineering

이창준, 김우재, 이정근

2023/4

순환신경망을 이용한 압력신호기반 벌크 트레일러의 분말 순간배출량 추정

제어로봇시스템학회 논문지

이창준, 이정근

2023/4

Effects of Data Augmentation on the Nine-Axis IMU-Based Orientation Estimation Accuracy of a Recurrent Neural Network

Sensors

Ji Seok Choi

Jung Keun Lee

2023/8/28

Effects of the Selection of Deformation-related Variables on Accuracy in Relative Position Estimation via Time-varying Segment-to-Joint Vectors

Journal of Sensor Science and Technology

Chang June Lee

Jung Keun Lee

2022

9 축 IMU 기반 자세 추정을 위한 순환 신경망: 교란조건에서의 3 차원 자세 추정 성능

제어로봇시스템학회 논문지

최지석, 이정근

2022/12

Classification of Fall Direction Before Impact Using Machine Learning Based on IMU Raw Signals

Journal of Sensor Science and Technology

Hyeon Bin Lee

Chang June Lee

Jung Keun Lee

2022

착용형 관성센서 기반 역동역학에서 분절-관절 벡터의 시변화가 관절 토크의 정확도에 미치는 영향

제어로봇시스템학회 논문지

이창준, 이정근

2022/7

A Kalman filter for inverse dynamics of IMU-based real-time joint torque estimation

Journal of the Korean Society for Precision Engineering

최지석, 이창준, 이정근

2022/1

Application of artificial neural network for compensation of soft tissue artifacts in inertial sensor-based relative position estimation

Journal of the Korean Society for Precision Engineering

최지석, 이정근

2022/3

Inertial Motion Capture-Based Wearable Systems for Estimation of Joint Kinetics: A Systematic Review

Sensors

Chang June Lee

Jung Keun Lee

2022/3

Wearable IMMU-Based Relative Position Estimation between Body Segments via Time-Varying Segment-to-Joint Vectors

Sensors

Chang June Lee

Jung Keun Lee

2022/3

Inertial sensor-based relative position estimation between upper body segments considering non-rigidity of human bodies

Journal of the Korean Society for Precision Engineering

이창준, 이정근

2021/3

Treadmill-to-overground mapping of marker trajectory for treadmill-based continuous gait analysis

Sensors

Woo Chang Jung

Jung Keun Lee

2021/1/25

Constraint-augmented Kalman filter for magnetometer-free 3D joint angle determination

International Journal of Control, Automation and Systems

Jung Keun Lee

Tae Hyeong Jeon

Woo Chang Jung

2020/11

상대가속도 적분을 통한 IMU 기반 신체 관절각과 상대위치 동시 추정

제어로봇시스템학회 논문지

이창준, 이정근

2020/9

See List of Professors in Jung Keun Lee University(Hankyong National University)

Co-Authors

academic-engine