Robot learning, artificial intelligence, big data analysis, bioinformatics
Education
Ph.D./Aerospace Engineering, University of Southern California (USC)
Journal Articles
(2022)
Online Boosting-Based Target Identification among Similar Appearance for Person-Following Robots.
SENSORS.
22,
21
(2022)
Pathological gait clustering in post-stroke patients using motion capture data.
GAIT & POSTURE.
94,
(2022)
Identification of Geriatric Depression and Anxiety Using Activity Tracking Data and Minimal Geriatric Assessment Scales.
APPLIED SCIENCES-BASEL.
12,
5
(2021)
Target Recovery for Robust Deep Learning-Based Person Following in Mobile Robots: Online Trajectory Prediction.
APPLIED SCIENCES-BASEL.
11,
9
(2020)
Simultaneous Clustering and Classification of Function Recovery Patterns of Ischemic Stroke.
JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS.
10,
6
(2020)
Deep-Learning-Based Indoor Human Following of Mobile Robot Using Color Feature.
SENSORS.
20,
9
(2019)
Trilateral convolutional neural network for 3D shape reconstruction of objects from a single depth view.
IET IMAGE PROCESSING.
13,
13
(2019)
Robot-Assisted ADHD Screening in Diagnostic Process.
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS.
95,
2
(2018)
Structural design sensitivity analysis of an ultrasonically activated scalpel to improve contact pressure distribution.
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY.
32,
11
(2017)
Recognition of Human Hand Activities Based On a Single Wrist IMU Using Recurrent Neural Networks.
International Journal of Pharma Medicine and Biological Sciences.
6,
4
(2017)
Analysis of Pelvis-Thorax Coordination Patterns of Professional and Amateur Golfers during Golf Swing.
JOURNAL OF MOTOR BEHAVIOR.
49,
6
(2016)
Inter-joint coordination between hips and trunk during downswings: Effects on the clubhead speed.
JOURNAL OF SPORTS SCIENCES.
34,
20
(2015)
Structural Brain Changes after Traditional and Robot-Assisted Multi-Domain Cognitive Training in Community-Dwelling Healthy Elderly.
PLOS ONE.
10,
4
(2012)
로봇을 이용한 장애아동 원격지원 시스템 구축.
특수교육재활과학연구.
51,
1
Conference Paper
(2017)
Recognition of Human Hand Activities Based On a Single Wrist IMU Using Recurrent Neural Networks.
2017 5th International Conference on Biological and Medical Sciences.
JAPAN
(2017)
Computer-Aided Identification of Childhood ADHD using Robot-Assisted Test.
GAI International Academic Conferences Proceedings.
CZECH REPUBLIC
(2017)
Machine Learning Approach to Classification of Childhood Disabilities for Special Education.
6th International Conference on Developments in Engineering and Technology.
THAILAND
(2015)
특수교육 대상자 선정검사결과를 토대로 한 지도학습 기반 아동장애 분류.
한국로봇종합학술대회.
KOREA, REPUBLIC OF