Chia-Yeh Hsieh

Hand gesture recognition for post-stroke rehabilitation using leap motion

Wen-Jeng Li, Chia-Yeh Hsieh, Li‐Fong Lin et al. · 2017 · 80 citations

Engineering, Biometrics, Wearable Technology +18

Impact of Sampling Rate on Wearable-Based Fall Detection Systems Based on Machine Learning Models

Kai-Chun Liu, Chia-Yeh Hsieh, Steen J. Hsu et al. · IEEE Sensors Journal · 2018 · 77 citations

Fall Prevention, Wearable System, Support Vector Machine +15

Novel Hierarchical Fall Detection Algorithm Using a Multiphase Fall Model

Chia-Yeh Hsieh, Kai-Chun Liu, Chih-Ning Huang et al. · Sensors · 2017 · 69 citations · Full text

Engineering, Wearable Technology, Safety Science +20

An Analysis of Segmentation Approaches and Window Sizes in Wearable-Based Critical Fall Detection Systems With Machine Learning Models

Kai-Chun Liu, Chia-Yeh Hsieh, Hsiang-Yun Huang et al. · IEEE Sensors Journal · 2019 · 46 citations

Wearable System, Engineering, Machine Learning +20

Deep-Learning-Based Signal Enhancement of Low-Resolution Accelerometer for Fall Detection Systems

Kai-Chun Liu, Kuo-Hsuan Hung, Chia-Yeh Hsieh et al. · IEEE Transactions on Cognitive and Developmental Systems · 2021 · 43 citations · Full text

Engineering, Machine Learning, Autoencoders +18