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최문택
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- 031-299-4925
- mechoi@skku.edu
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로봇학습, 인공지능, 빅데이터 분석, 생체정보 분석
관심분야
로봇학습, 인공지능, 빅데이터 분석, 생체정보 분석
학력
- 공학박사/항공우주공학, University of Southern California (USC)
학술지 논문
- (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
학술회의논문
- (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. 일본
- (2017) Computer-Aided Identification of Childhood ADHD using Robot-Assisted Test. GAI International Academic Conferences Proceedings. 체코
- (2017) Machine Learning Approach to Classification of Childhood Disabilities for Special Education. 6th International Conference on Developments in Engineering and Technology. 태국
- (2015) 특수교육 대상자 선정검사결과를 토대로 한 지도학습 기반 아동장애 분류. 한국로봇종합학술대회. 대한민국