Kai-Chun Liu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 35

Top Topics

Activity Recognition

Wearable Sensors

Top Venues

Publications

Yu-Tung Liu, Kuan-Chen Wang, Kai-Chun Liu, Sheng-Yu Peng, Yu Tsao
SDEMG: Score-based Diffusion Model for Surface Electromyographic Signal Denoising. CoRR (2024)
Cho-Yuan Lee, Kuan-Chen Wang, Kai-Chun Liu, Xugang Lu, Ping-Chen Yeh, Yu Tsao
A Non-Intrusive Neural Quality Assessment Model for Surface Electromyography Signals. CoRR (2024)
Whenty Ariyanti, Kai-Chun Liu, Kuan-Yu Chen, Yu Tsao
Abnormal Respiratory Sound Identification Using Audio-Spectrogram Vision Transformer. CoRR (2024)
Yu-Tung Liu, Kuan-Chen Wang, Kai-Chun Liu, Sheng-Yu Peng, Yu Tsao
SDEMG: Score-Based Diffusion Model for Surface Electromyographic Signal Denoising. ICASSP (2024)
Chih-Hsing Chen, Kai-Chun Liu, Ting-Yang Lu, Chih-Ya Chang, Chia-Tai Chan, Yu Tsao
Wearable-based Pain Assessment in Patients with Adhesive Capsulitis Using Machine Learning. NER (2023)
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)
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)
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)
Kuan-Chen Wang, Kai-Chun Liu, Sheng-Yu Peng, Yu Tsao
ECG Artifact Removal from Single-Channel Surface EMG Using Fully Convolutional Networks. ICASSP (2023)
Whenty Ariyanti, Kai-Chun Liu, Kuan-Yu Chen, Yu Tsao
Abnormal Respiratory Sound Identification Using Audio-Spectrogram Vision Transformer. EMBC (2023)
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)
Tsai-Min Chen, Yuan-Hong Tsai, Huan-Hsin Tseng, Kai-Chun Liu, Jhih-Yu Chen, Chih-Han Huang, Guo-Yuan Li, Chun-Yen Shen, Yu Tsao
SRECG: ECG Signal Super-Resolution Framework for Portable/Wearable Devices in Cardiac Arrhythmias Classification. IEEE Trans. Consumer Electron. 69 (3) (2023)
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 (2023)
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 (2023)
Kuan-Chen Wang, Kai-Chun Liu, Hsin-Min Wang, Yu Tsao
EMGSE: Acoustic/EMG Fusion for Multimodal Speech Enhancement. ICASSP (2022)
Yu-Wen Chen, Kuo-Hsuan Hung, You-Jin Li, Alexander Chao-Fu Kang, Ya-Hsin Lai, Kai-Chun Liu, Szu-Wei Fu, Syu-Siang Wang, Yu Tsao
CITISEN: A Deep Learning-Based Speech Signal-Processing Mobile Application. IEEE Access 10 (2022)
Kuan-Chen Wang, Kai-Chun Liu, Sheng-Yu Peng, Yu Tsao
ECG Artifact Removal from Single-Channel Surface EMG Using Fully Convolutional Networks. CoRR (2022)
Kuan-Chen Wang, Kai-Chun Liu, Hsin-Min Wang, Yu Tsao
EMGSE: Acoustic/EMG Fusion for Multimodal Speech Enhancement. CoRR (2022)
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) (2022)
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)
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) (2021)
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)
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) (2021)
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) (2020)
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 (2020)
Alexander Chao-Fu Kang, Kuo-Hsuan Hung, Yu-Wen Chen, You-Jin Li, Ya-Hsin Lai, Kai-Chun Liu, Sze-Wei Fu, Syu-Siang Wang, Yu Tsao
CITISEN: A Deep Learning-Based Speech Signal-Processing Mobile Application. CoRR (2020)
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 (2020)
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) (2020)
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) (2019)
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)
Chih-Yen Chiang, Kun-Hui Chen, Kai-Chun Liu, Steen Jun-Ping Hsu, Chia-Tai Chan
Data Collection and Analysis Using Wearable Sensors for Monitoring Knee Range of Motion after Total Knee Arthroplasty. Sensors 17 (2) (2017)
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)
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) (2017)
Kai-Chun Liu, Chia-Tai Chan
Significant Change Spotting for Periodic Human Motion Segmentation of Cleaning Tasks Using Wearable Sensors. Sensors 17 (1) (2017)
Hsieh-Ping Chen, Hsieh-Chung Chen, Kai-Chun Liu, Chia-Tai Chan
Online segmentation with multi-layer SVM for knee osteoarthritis rehabilitation monitoring. BSN (2016)
Kai-Chun Liu, Chia-Tai Chan, Steen Jun-Ping Hsu
A confidence-based approach to hand movements recognition for cleaning tasks using dynamic time warping. BSN (2015)
Kun-Hui Chen, Po-Chao Chen, Kai-Chun Liu, Chia-Tai Chan
Wearable Sensor-Based Rehabilitation Exercise Assessment for Knee Osteoarthritis. Sensors 15 (2) (2015)