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Deok-Won Lee
Deok-Won Lee
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Feature extraction using an RNN autoencoder for skeleton-based abnormal gait recognition
K Jun, DW Lee, K Lee, S Lee, MS Kim
IEEE Access 8, 19196-19207, 2020
1322020
Pathological gait classification using kinect v2 and gated recurrent neural networks
K Jun, Y Lee, S Lee, DW Lee, MS Kim
Ieee Access 8, 139881-139891, 2020
502020
Deep neural network–based double-check method for fall detection using IMU-L sensor and RGB camera data
DW Lee, K Jun, K Naheem, MS Kim
Ieee Access 9, 48064-48079, 2021
352021
Abnormal gait recognition using 3D joint information of multiple Kinects system and RNN-LSTM
DW Lee, K Jun, S Lee, JK Ko, MS Kim
2019 41st Annual International Conference of the IEEE Engineering in ¡¦, 2019
302019
Deep learning-based multimodal abnormal gait classification using a 3D skeleton and plantar foot pressure
K Jun, S Lee, DW Lee, MS Kim
IEEE Access 9, 161576-161589, 2021
292021
Markerless 3d skeleton tracking algorithm by merging multiple inaccurate skeleton data from multiple rgb-d sensors
S Lee, DW Lee, K Jun, W Lee, MS Kim
Sensors 22 (9), 3155, 2022
222022
Deep-learning-based ADHD classification using children¡¯s skeleton data acquired through the ADHD screening game
W Lee, D Lee, S Lee, K Jun, MS Kim
Sensors 23 (1), 246, 2022
162022
Deep learning-based ADHD and ADHD-RISK classification technology through the recognition of children¡¯s abnormal behaviors during the robot-led ADHD screening game
W Lee, S Lee, D Lee, K Jun, DH Ahn, MS Kim
Sensors 23 (1), 278, 2022
112022
A deep learning-based semantic segmentation model using MCNN and attention layer for human activity recognition
S Lee, DW Lee, MS Kim
Sensors 23 (4), 2278, 2023
82023
Development of a multiple rgb-d sensor system for adhd screening and improvement of classification performance using feature selection method
DW Lee, S Lee, DH Ahn, GH Lee, K Jun, MS Kim
Applied Sciences 13 (5), 2798, 2023
72023
Management of medication using a mobile robot and artificial intelligence
K Jun, S Oh, DW Lee, MS Kim
2021 IEEE Region 10 Symposium (TENSYMP), 1-3, 2021
42021
24/7 elderly guard robot: Emergency detecting, reacting, and reporting
DW Lee, A Elsharkawy, K Jun, YD Lee, SJ Kim, MS Kim
2021 21st International Conference on Control, Automation and Systems (ICCAS ¡¦, 2021
32021
Automatic pathological gait recognition by a mobile robot using ultrawideband-based localization and a depth camera
K Jun, S Oh, S Lee, DW Lee, MS Kim
2022 31st IEEE International Conference on Robot and Human Interactive ¡¦, 2022
22022
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