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Books and Theses
- 2014
[b1]Ming-Chun Huang:
Sensor Analytics for Healthcare Improvement. University of California, Los Angeles, USA, 2014
Journal Articles
- 2024
- [j24]Maeve Brin, Paul Trujillo, Ming-Chun Huang, Patricia Cioe, Huan Chen, Wenyao Xu, Rebecca Schnall:
Development and evaluation of visualizations of smoking data for integration into the Sense2Quit app for tobacco cessation. J. Am. Medical Informatics Assoc. 31(2): 354-362 (2024) - [j23]Tiantian Liu
, Chao Wang, Zhengxiong Li, Ming-Chun Huang, Wenyao Xu, Feng Lin:
Wavoice: An mmWave-Assisted Noise-Resistant Speech Recognition System. ACM Trans. Sens. Networks 20(4): 86:1-86:29 (2024) - 2022
- [j22]Huining Li, Huan Chen, Chenhan Xu, Zhengxiong Li, Hanbin Zhang, Xiaoye Qian, Dongmei Li, Ming-Chun Huang, Wenyao Xu:
NeuralGait: Assessing Brain Health Using Your Smartphone. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(4): 169:1-169:28 (2022) - [j21]Gabriel Maguire, Huan Chen, Rebecca Schnall, Wenyao Xu, Ming-Chun Huang:
Smoking Cessation System for Preemptive Smoking Detection. IEEE Internet Things J. 9(5): 3204-3214 (2022) - [j20]Yi Cai, Xiaoye Qian, Huiyi Cao, Jianian Zheng, Wenyao Xu, Ming-Chun Huang:
mHealth Technologies Toward Active Health Information Collection and Tracking in Daily Life: A Dynamic Gait Monitoring Example. IEEE Internet Things J. 9(16): 15077-15088 (2022) - 2021
- [j19]Yu-Ju Lee, David Hall, Quan Liu, Wen-Wei Liao, Ming-Chun Huang:
Interpretable tropical cyclone intensity estimation using Dvorak-inspired machine learning techniques. Eng. Appl. Artif. Intell. 101: 104233 (2021) - [j18]Chenhan Xu, Huining Li, Zhengxiong Li, Hanbin Zhang, Aditya Singh Rathore, Xingyu Chen, Kun Wang, Ming-Chun Huang, Wenyao Xu:
CardiacWave: A mmWave-based Scheme of Non-Contact and High-Definition Heart Activity Computing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(3): 135:1-135:26 (2021) - [j17]Diliang Chen, Golnoush Asaeikheybari, Huan Chen, Wenyao Xu, Ming-Chun Huang:
Ubiquitous Fall Hazard Identification With Smart Insole. IEEE J. Biomed. Health Informatics 25(7): 2768-2776 (2021) - [j16]Haotian Jiang, James Starkman, Yu-Ju Lee, Huan Chen, Xiaoye Qian, Ming-Chun Huang:
Distributed Deep Learning Optimized System over the Cloud and Smart Phone Devices. IEEE Trans. Mob. Comput. 20(1): 147-161 (2021) - 2020
- [j15]Ridaa Ali, Jia Chen, Guanzhou Qu, Miriam Pekarek, Yi Cai, Feng Zhou, Ming-Chun Huang:
Pain Marker Evaluation Application in Augmented Reality and Mobile Platforms. Comput. Sci. Eng. 22(3): 40-50 (2020) - [j14]Diliang Chen, Yi Cai, Xiaoye Qian, Rahila Ansari, Wenyao Xu, Kuo-Chung Chu, Ming-Chun Huang:
Bring Gait Lab to Everyday Life: Gait Analysis in Terms of Activities of Daily Living. IEEE Internet Things J. 7(2): 1298-1312 (2020) - 2019
- [j13]Diliang Chen, Huiyi Cao, Huan Chen, Zetao Zhu, Xiaoye Qian, Wenyao Xu, Ming-Chun Huang:
Smart Insole-Based Indoor Localization System for Internet of Things Applications. IEEE Internet Things J. 6(4): 7253-7265 (2019) - [j12]Haotian Jiang, Mustafa Coskun, Alaa Badokhon, Menghan Liu, Ming-Chun Huang:
Hidden Smile Correlation Discovery Across Subjects Using Random Walk with Restart. IEEE Trans. Affect. Comput. 10(1): 76-84 (2019) - 2018
- [j11]Haotian Jiang, James Starkman, Menghan Liu, Ming-Chun Huang:
Food Nutrition Visualization on Google Glass: Design Tradeoff and Field Evaluation. IEEE Consumer Electron. Mag. 7(3): 21-31 (2018) - 2016
- [j10]Ming-Chun Huang, Jason J. Liu, Wenyao Xu, Changzhan Gu, Changzhi Li, Majid Sarrafzadeh:
A Self-Calibrating Radar Sensor System for Measuring Vital Signs. IEEE Trans. Biomed. Circuits Syst. 10(2): 352-363 (2016) - [j9]Xiaowei Xu, Feng Lin, Aosen Wang, Yu Hu, Ming-Chun Huang, Wenyao Xu:
Body-Earth Mover's Distance: A Matching-Based Approach for Sleep Posture Recognition. IEEE Trans. Biomed. Circuits Syst. 10(5): 1023-1035 (2016) - 2015
- [j8]Yuju Lee, Ming-Chun Huang, Xiaoyi Zhang, Wenyao Xu:
FridgeNet: A Nutrition and Social Activity Promotion Platform for Aging Populations. IEEE Intell. Syst. 30(4): 23-30 (2015) - [j7]Jason J. Liu, Ming-Chun Huang, Wenyao Xu, Xiaoyi Zhang, Luke Stevens, Nabil Alshurafa, Majid Sarrafzadeh:
BreathSens: A Continuous On-Bed Respiratory Monitoring System With Torso Localization Using an Unobtrusive Pressure Sensing Array. IEEE J. Biomed. Health Informatics 19(5): 1682-1688 (2015) - [j6]Menghan Liu, Ming-Chun Huang:
Asthma Pattern Identification via Continuous Diaphragm Motion Monitoring. IEEE Trans. Multi Scale Comput. Syst. 1(2): 76-84 (2015) - 2014
- [j5]Shih-Ching Yeh, Ming-Chun Huang, Pa-Chun Wang, Te-Yung Fang, Mu-Chun Su, Po-Yi Tsai, Albert A. Rizzo:
Machine learning-based assessment tool for imbalance and vestibular dysfunction with virtual reality rehabilitation system. Comput. Methods Programs Biomed. 116(3): 311-318 (2014) - [j4]Ming-Chun Huang, Si-Huei Lee, Shih-Ching Yeh, Rai-Chi Chan, Albert A. Rizzo, Wenyao Xu, Wu Han-Lin, Lin Shan-Hui:
Intelligent Frozen Shoulder Rehabilitation. IEEE Intell. Syst. 29(3): 22-28 (2014) - [j3]Jason J. Liu, Wenyao Xu, Ming-Chun Huang, Nabil Alshurafa, Majid Sarrafzadeh, Nitin Raut, Behrooz Yadegar:
Sleep posture analysis using a dense pressure sensitive bedsheet. Pervasive Mob. Comput. 10: 34-50 (2014) - [j2]Ming-Chun Huang, Jason J. Liu, Wenyao Xu, Nabil Alshurafa, Xiaoyi Zhang, Majid Sarrafzadeh:
Using Pressure Map Sequences for Recognition of On Bed Rehabilitation Exercises. IEEE J. Biomed. Health Informatics 18(2): 411-418 (2014) - [j1]Nabil Alshurafa, Wenyao Xu, Jason J. Liu, Ming-Chun Huang, Bobak Mortazavi, Christian K. Roberts, Majid Sarrafzadeh:
Designing a Robust Activity Recognition Framework for Health and Exergaming Using Wearable Sensors. IEEE J. Biomed. Health Informatics 18(5): 1636-1646 (2014)
Conference and Workshop Papers
- 2023
- [c35]Huining Li, Xiaoye Qian, Ruokai Ma, Chenhan Xu, Zhengxiong Li, Dongmei Li, Feng Lin, Ming-Chun Huang, Wenyao Xu:
TherapyPal: Towards a Privacy-Preserving Companion Diagnostic Tool based on Digital Symptomatic Phenotyping. MobiCom 2023: 34:1-34:15 - [c34]Tiantian Liu, Feng Lin, Chao Wang, Chenhan Xu, Xiaoyu Zhang, Zhengxiong Li, Wenyao Xu, Ming-Chun Huang, Kui Ren:
WavoID: Robust and Secure Multi-modal User Identification via mmWave-voice Mechanism. UIST 2023: 64:1-64:15 - 2022
- [c33]Diliang Chen, Nozhan Ghoreishi, Femi Olugbon, Stella Ansah, Ming-Chun Huang, Qiaoyan Yu:
Optimal pressure sensor locations in smart insoles for heel-strike and toe-off detection. BioCAS 2022: 458-461 - [c32]Jingwei Li, Ruitian Wu, Tzu-liang Huang, Zian Pan, Ming-Chun Huang:
Shoupa: An AI System for Early Diagnosis of Parkinson's Disease. CHASE 2022: 178-179 - [c31]Chao Wang, Feng Lin, Tiantian Liu, Kaidi Zheng, Zhibo Wang, Zhengxiong Li, Ming-Chun Huang, Wenyao Xu, Kui Ren:
mmEve: eavesdropping on smartphone's earpiece via COTS mmWave device. MobiCom 2022: 338-351 - 2021
- [c30]Xiaoye Qian, Chao Zhang, Jaswanth K. Yella, Yu Huang, Ming-Chun Huang, Sthitie Bom:
Soft Sensing Model Visualization: Fine-tuning Neural Network from What Model Learned. IEEE BigData 2021: 1900-1908 - [c29]Devansh Gupta, Wenyao Xu, Xiong Bill Yu, Ming-Chun Huang:
Campus safety and the internet of wearable things: assessing student safety conditions on campus while riding a smart scooter. BSN 2021: 1-4 - 2019
- [c28]Xiaoye Qian, Haoyou Cheng, Diliang Chen, Quan Liu, Huan Chen, Haotian Jiang, Ming-Chun Huang:
The Smart Insole: A Pilot Study of Fall Detection. BODYNETS 2019: 37-49 - [c27]Ridaa Ali, Jianian Zheng, Jia Chen, Ming-Chun Huang:
Explore Correlation Between Body Balance and Perception using mHealth Technology. BSN 2019: 1-4 - 2018
- [c26]Yi Cai, Jia Chen, Diliang Chen, Guanzhou Qu, Hongping Zhao, Rahila Ansari, Ming-Chun Huang:
Smart Prosthesis System: Continuous Automatic Prosthesis Fitting Adjustment and Real-time Stress Visualization. BioCAS 2018: 1-4 - [c25]Haotian Jiang, Yi Cai, Xiao Zeng, Ming-Chun Huang:
Does background really matter? Worker activity recognition in unconstrained construction environment. BSN 2018: 50-53 - [c24]Yi Cai, Haotian Jiang, Diliang Chen, Ming-Chun Huang:
Online learning classifier based behavioral biometrie authentication. BSN 2018: 62-65 - 2017
- [c23]Diliang Chen, Jia Chen, Haotian Jiang, Ming-Chun Huang:
Risk Factors Identification for Work-Related Musculoskeletal Disorders with Wearable and Connected Gait Analytics System. CHASE 2017: 330-339 - [c22]Xinyao Tang, Ming-Chun Huang, Soumyajit Mandal:
An "Internet of Ears" for crowd-aware smart buildings based on sparse sensor networks. IEEE SENSORS 2017: 1-3 - 2016
- [c21]Xuetao Wei, Michael Wolf, Lei Guo, Kyu Hyung Lee, Ming-Chun Huang, Nan Niu:
emphaSSL: Towards Emphasis as a Mechanism to Harden Networking Security in Android Apps. GLOBECOM 2016: 1-6 - 2015
- [c20]Haotian Jiang, James Starkman, Chia-Hung Kuo, Ming-Chun Huang:
Acu Glass: Quantifying Acupuncture Therapy using Google Glass. BODYNETS 2015 - [c19]Dong Qin, Ming-Chun Huang:
A smart phone based gait monitor system. BODYNETS 2015 - [c18]Shuya Chen, Yu-Ching Lan, Yi-Ru Zheng, Ho Huang, Wen-Dien Chang, Shih-Ching Yeh, Ming-Chun Huang:
Usability of a Low-Cost Wearable Health Device for Physical Activity and Sleep Duration in Healthy Adults. MobileHealth@MobiHoc 2015: 35-38 - 2014
- [c17]Ming-Chun Huang, Xiaoyi Zhang, Wenyao Xu, Jason J. Liu, Majid Sarrafzadeh:
EZwakeup: a sleep environment design for sleep quality improvement. CHI Extended Abstracts 2014: 2389-2394 - [c16]Jason J. Liu, Ming-Chun Huang, Wenyao Xu, Majid Sarrafzadeh:
Bodypart localization for pressure ulcer prevention. EMBC 2014: 766-769 - 2013
- [c15]Xiaoyi Zhang, Wenyao Xu, Ming-Chun Huang, Navid Amini, Fengbo Ren:
See UV on Your Skin: An Ultraviolet Sensing and Visualization System. BODYNETS 2013: 22-28 - [c14]Xiaoyi Zhang, Ming-Chun Huang, Fengbo Ren, Wenyao Xu, Nan Guan, Wang Yi:
Proper Running Posture Guide: A Wearable Biomechanics Capture System. BODYNETS 2013: 83-89 - [c13]Nabil Alshurafa, Wenyao Xu, Jason J. Liu, Ming-Chun Huang, Bobak Mortazavi, Majid Sarrafzadeh, Christian K. Roberts:
Robust human intensity-varying activity recognition using Stochastic Approximation in wearable sensors. BSN 2013: 1-6 - [c12]Jason J. Liu, Ming-Chun Huang, Wenyao Xu, Nabil Alshurafa, Majid Sarrafzadeh:
On-bed monitoring for range of motion exercises with a pressure sensitive bedsheet. BSN 2013: 1-6 - [c11]Jason J. Liu, Ming-Chun Huang, Wenyao Xu, Nabil Alshurafa, Majid Sarrafzadeh:
On-bed monitoring for range of motion exercises with a pressure sensitive bedsheet. BSN 2013: 1-6 - [c10]Ming-Chun Huang, Shuya Chen, Pa-Chun Wang, Mu-Chun Su, Yen-Po Hung, Chia-Huang Chang, Shih-Ching Yeh:
Automate Virtual Reality Rehabilitation Evaluation for Chronic Imbalance and Vestibular Dysfunction Patients. EMC/HumanCom 2013: 1099-1105 - [c9]Ming-Chun Huang, Wenyao Xu, Jason J. Liu, Yi Su, Lei He, Majid Sarrafzadeh:
Inconspicuous Personal Computer Protection with Touch-Mouse. HCI (27) 2013: 29-38 - [c8]Jason J. Liu, Wenyao Xu, Ming-Chun Huang, Nabil Alshurafa, Majid Sarrafzadeh, Nitin Raut, Behrooz Yadegar:
A dense pressure sensitive bedsheet design for unobtrusive sleep posture monitoring. PerCom 2013: 207-215 - [c7]Ming-Chun Huang, Wenyao Xu, Jason J. Liu, Lauren Samy, Amir Vajid, Nabil Alshurafa, Majid Sarrafzadeh:
Inconspicuous on-bed respiratory rate monitoring. PETRA 2013: 18:1-18:8 - [c6]Wenyao Xu, Ming-Chun Huang, Jason J. Liu, Fengbo Ren, Xinchen Shen, Xiao Liu, Majid Sarrafzadeh:
mCOPD: mobile phone based lung function diagnosis and exercise system for COPD. PETRA 2013: 45:1-45:8 - 2012
- [c5]Wenyao Xu, Ming-Chun Huang, Navid Amini, Jason J. Liu, Lei He, Majid Sarrafzadeh:
Smart insole: a wearable system for gait analysis. PETRA 2012: 18 - [c4]Ming-Chun Huang, Wenyao Xu, Yi Su, Belinda Lange, Chien-Yen Chang, Majid Sarrafzadeh:
SmartGlove for upper extremities rehabilitative gaming assessment. PETRA 2012: 20 - 2011
- [c3]Wenyao Xu, Zhinan Li, Ming-Chun Huang, Navid Amini, Majid Sarrafzadeh:
eCushion: An eTextile Device for Sitting Posture Monitoring. BSN 2011: 194-199 - [c2]Navid Amini, Wenyao Xu, Zhinan Li, Ming-Chun Huang, Majid Sarrafzadeh:
Experimental analysis of IEEE 802.15.4 for on/off body communications. PIMRC 2011: 2138-2142 - [c1]Ming-Chun Huang, Ethan Chen, Wenyao Xu, Majid Sarrafzadeh:
Gaming for upper extremities rehabilitation. Wireless Health 2011: 27
Informal and Other Publications
- 2023
- [i3]Xiaoye Qian, Youbao Tang, Ning Zhang, Mei Han, Jing Xiao, Ming-Chun Huang, Ruei-Sung Lin:
HSTFormer: Hierarchical Spatial-Temporal Transformers for 3D Human Pose Estimation. CoRR abs/2301.07322 (2023) - 2022
- [i2]Jingwei Li, Ruitian Wu, Tzu-liang Huang, Zian Pan, Ming-Chun Huang:
Shoupa: An AI System for Early Diagnosis of Parkinson's Disease. CoRR abs/2211.15234 (2022) - 2021
- [i1]Xiaoye Qian, Chao Zhang, Jaswanth K. Yella, Yu Huang, Ming-Chun Huang, Sthitie Bom:
Soft Sensing Model Visualization: Fine-tuning Neural Network from What Model Learned. CoRR abs/2111.06982 (2021)
Coauthor Index
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