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2020 – today
- 2023
[c8]En-Ping Chu, Kai-Chun Liu, Chia-Yeh Hsieh, Chih-Ya Chang, Yu Tsao, Chia-Tai Chan:
Multi-Task Learning U-Net for Functional Shoulder Sub-Task Segmentation. EMBC 2023: 1-5- [c7]Tin-Han Chi, Kai-Chun Liu, Chia-Yeh Hsieh, Yu Tsao, Chia-Tai Chan:
Prefallkd: Pre-Impact Fall Detection Via CNN-ViT Knowledge Distillation. ICASSP 2023: 1-5 - [c6]Chien-Pin Liu, Ju-Hsuan Li, En-Ping Chu, Chia-Yeh Hsieh, Kai-Chun Liu, Chia-Tai Chan, Yu Tsao:
Deep Learning-based Fall Detection Algorithm Using Ensemble Model of Coarse-fine CNN and GRU Networks. MeMeA 2023: 1-5 - [c5]Chien-Pin Liu, Chih-Chun Lai, Kai-Chun Liu, Chia-Yeh Hsieh, Chia-Tai Chan:
Wearable-based Frozen Shoulder Rehabilitation Exercise Recognition using Machine Learning Approaches. MeMeA 2023: 1-5 - [i4]Tin-Han Chi, Kai-Chun Liu, Chia-Yeh Hsieh, Yu Tsao, Chia-Tai Chan:
PreFallKD: Pre-Impact Fall Detection via CNN-ViT Knowledge Distillation. CoRR abs/2303.03634 (2023) - [i3]Chien-Pin Liu, Ju-Hsuan Li, En-Ping Chu, Chia-Yeh Hsieh, Kai-Chun Liu, Chia-Tai Chan, Yu Tsao:
Deep Learning-based Fall Detection Algorithm Using Ensemble Model of Coarse-fine CNN and GRU Networks. CoRR abs/2304.06335 (2023) - 2022
- [j7]Kai-Chun Liu
, Kuo-Hsuan Hung, Chia-Yeh Hsieh, Hsiang-Yun Huang, Chia-Tai Chan, Yu Tsao:
Deep-Learning-Based Signal Enhancement of Low-Resolution Accelerometer for Fall Detection Systems. IEEE Trans. Cogn. Dev. Syst. 14(3): 1270-1281 (2022) - 2021
- [j6]Chih-Ya Chang, Chia-Yeh Hsieh, Hsiang-Yun Huang, Yung-Tsan Wu, Liang-Cheng Chen, Chia-Tai Chan, Kai-Chun Liu:
Automatic Functional Shoulder Task Identification and Sub-Task Segmentation Using Wearable Inertial Measurement Units for Frozen Shoulder Assessment. Sensors 21(1): 106 (2021) - [j5]Chia-Yeh Hsieh, Hsiang-Yun Huang, Kai-Chun Liu, Chien-Pin Liu, Chia-Tai Chan, Steen Jun-Ping Hsu:
Multiphase Identification Algorithm for Fall Recording Systems Using a Single Wearable Inertial Sensor. Sensors 21(9): 3302 (2021) - [c4]Yu-Chieh Lin, Chia-Tai Chan, Kuan-Chung Ting, Kai-Chun Liu, Chia-Yeh Hsieh:
Instrumented Romberg Test of Postural Stability in Patients with Vestibular Disorders using Inertial Measurement Units. APSIPA ASC 2021: 1258-1261 - [c3]Ting-Yang Lu, Kai-Chun Liu, Chia-Yeh Hsieh, Chih-Ya Chang, Yu Tsao, Chia-Tai Chan:
Instrumented shoulder functional assessment using inertial measurement units for frozen shoulder. BHI 2021: 1-4 - 2020
- [j4]Chia-Yeh Hsieh, Hsiang-Yun Huang, Kai-Chun Liu, Kun-Hui Chen, Steen Jun-Ping Hsu, Chia-Tai Chan:
Subtask Segmentation of Timed Up and Go Test for Mobility Assessment of Perioperative Total Knee Arthroplasty. Sensors 20(21): 6302 (2020) - [j3]Hsiang-Yun Huang, Chia-Yeh Hsieh, Kai-Chun Liu, Steen Jun-Ping Hsu, Chia-Tai Chan:
Fluid Intake Monitoring System Using a Wearable Inertial Sensor for Fluid Intake Management. Sensors 20(22): 6682 (2020) - [i2]Kai-Chun Liu, Kuo-Hsuan Hung, Chia-Yeh Hsieh, Hsiang-Yun Huang, Chia-Tai Chan, Yu Tsao:
Deep Learning Based Signal Enhancement of Low-Resolution Accelerometer for Fall Detection Systems. CoRR abs/2012.03426 (2020) - [i1]Kai-Chun Liu, Michael Chan, Chia-Yeh Hsieh, Hsiang-Yun Huang, Chia-Tai Chan, Yu Tsao:
Domain-adaptive Fall Detection Using Deep Adversarial Training. CoRR abs/2012.10911 (2020)
2010 – 2019
- 2019
- [j2]Hsiang-Yun Huang, Chia-Yeh Hsieh, Kai-Chun Liu, Hui-Chun Cheng, Steen Jun-Ping Hsu, Chia-Tai Chan:
Multi-Sensor Fusion Approach for Improving Map-Based Indoor Pedestrian Localization. Sensors 19(17): 3786 (2019) - [c2]Chia-Yeh Hsieh, Hsiang-Yun Huang, Kai-Chun Liu, Kun-Hui Chen, Steen Jun-Ping Hsu, Chia-Tai Chan:
Automatic Subtask Segmentation Approach of the Timed Up and Go Test for Mobility Assessment System Using Wearable Sensors. BHI 2019: 1-4 - 2017
- [j1]Chia-Yeh Hsieh, Kai-Chun Liu, Chih-Ning Huang, Woei-Chyn Chu, Chia-Tai Chan:
Novel Hierarchical Fall Detection Algorithm Using a Multiphase Fall Model. Sensors 17(2): 307 (2017) - [c1]Kai-Chun Liu, Chien-Yi Yen, Li-Han Chang, Chia-Yeh Hsieh, Chia-Tai Chan:
Wearable sensor-based activity recognition for housekeeping task. BSN 2017: 67-70
Coauthor Index
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