Title: Research on facial thermal images to develop artificial intelligence methods for identifying basic emotions and dimensional emotions (研究臉部熱影像以發展辨識基本情緒與維度情緒之人工智慧方法) (Ⅱ-Ⅲ)
Period: August, 2022 ~ July, 2024
Funding: National Science and Technology Council, (NSTC111-2628-E-155-002-MY2), NT1,932,000, Principal Investigator
Title: Research on facial thermal images to develop artificial intelligence methods for identifying basic emotions and dimensional emotions (研究臉部熱影像以發展辨識基本情緒與維度情緒之人工智慧方法) (Ⅰ/Ⅲ)
Period: August, 2021 ~ July, 2022
Funding: Ministry of Science and Technology, (MOST110-2628-E-155-001), NT1,583,000, Principal Investigator
Title: Development and validation of the recognition method for eye-related statuses - Focus on the computer user (眼睛相關狀態辨別方法之建立與驗證 - 以電腦工作者為例) (Ⅰ-Ⅲ)
Period: August, 2018 ~ July, 2021
Funding: Ministry of Science and Technology, (MOST107-2221-E-155-033-MY3), NT 2,019,000, Principal Investigator
Title: Applications of human factors for the Taiwan traditional brands company in the processes of product design - using the example of stove knob (人因工程於臺灣傳統品牌企業在產品設計過程之應用 - 以瓦斯爐旋鈕為例) (Ⅰ)
Period: August, 2017 ~ July, 2018
Funding: Ministry of Science and Technology, (MOST106-2221-E-155-021-), NT 745,000, Principal Investigator
Title: The development of smart health care system - focus on the aging and subhealth groups (智能健康照護系統之開發 - 以高齡者與亞健康者為主要族群)
Period: August, 2017 ~ July, 2018
Funding: Ministry of Science and Technology, (MOST106-2632-E-155-002-), NT 4,500,000, Co-Principal Investigator
Title: Development and application of a decision-making support system for triaging STEMI patients (急性心肌梗塞病患前置檢傷決策支援系統之建構與應用) (Ⅰ-Ⅲ)
Period: August, 2014 ~ July, 2017
Funding: Ministry of Science and Technology, (MOST103-2221-E-155-053-MY3), NT 2,219,000, Principal Investigator
Title: Tapping behavior models development and performance measurements for touchscreen mobile devices (觸控式手持行動裝置點擊行為模式之建立與表現量測) (Ⅱ)
Period: August, 2013 ~ July, 2014
Funding: National Science Council, (NSC102-2221-E-155-049), NT 677,000, Principal Investigator
Title: Tapping behavior models development and performance measurements for touchscreen mobile devices (觸控式手持行動裝置點擊行為模式之建立與表現量測) (Ⅰ)
Period: August, 2012 ~ July, 2013
Funding: National Science Council, (NSC101-2221-E-155-006), NT 615,000, Principal Investigator
Title: Development of three-dimensional ballistic movement models (三維空間彈道式移動模型的發展)
Period: August, 2011 ~ July, 2012
Funding: National Science Council, (NSC100-2221-E-155-063), NT 529,000, Principal Investigator
Title: Development of a quantitative methodology for assessment of movement-control devices (移動控制設備量化評估方法論的建立)
Period: August, 2010 ~ July, 2011
Funding: National Science Council, (NSC 99-2221-E-155-066), NT 617,000, Principal Investigator
Title: An application of intermittent illumination model for measuring corrective reaction time (應用間歇照明模型量測校正反應時間)
Period: November, 2009 ~ August, 2010
Funding: National Science Council, (NSC 98-2218-E-155-011), NT 557,000, Principal Investigator
Title: Use statistical methods to screen effective speech data and features to develop an emotion recognition model for HIV-infected people (使用統計分析篩選有效語音資料與特徵值以發展HIV感染者之情緒識別模型)
Period: July, 2023 ~ February, 2024
Funding: Ministry of Science and Technology, (MOST112-2813-C-155-035-E), NT 58,000, Student Advisor
Title: A study of the effects of cold symptoms on sound features for the development of a cold symptom discrimination model (研究感冒症狀對於聲音特徵值之影響用於發展感冒症狀辨別模型)
Period: July, 2022 ~ February, 2023
Funding: Ministry of Science and Technology, (MOST111-2813-C-155-011-E), NT 58,000, Student Advisor
Title: Development of a model for discriminating emotions of the hearing-impaired through speech characteristics (透過語音特徵建立聽障者情緒辨別模型)
Period: July, 2021 ~ February, 2022
Funding: Ministry of Science and Technology, (MOST110-2813-C-155-027-E), NT 58,000, Student Advisor
Title: An AI approach for predicting sickness levels based on skin temperature and heart rate variability data (基於皮膚溫度及心率變異數據的疾病水平預測的AI方法)
Period: July, 2020 ~ February, 2021
Funding: Ministry of Science and Technology, (MOST109-2813-C-155-043-E), NT 58,000, Student Advisor
Title: Development of a voice recognition system for mental health monitoring using speech data (開發語音數據用於心理健康監測的語音識別系統)
Period: July, 2019 ~ February, 2020
Funding: Ministry of Science and Technology, (MOST108-2813-C-155-038-E), NT 58,000, Student Advisor
Title: Analyzing facial expressions to develop emotion recognition models for individuals with autism spectrum disorder (通過分析面部表情開發自閉症譜系障礙患者的情緒識別模型)
Period: July, 2018 ~ February, 2019
Funding: Ministry of Science and Technology, (MOST107-2813-C-155-029-E), NT 58,000, Student Advisor
Title: Investigation on eye-tracking data for behavioral analysis of online learning environments (對在線學習環境中行為分析的眼動數據調查)
Period: July, 2017 ~ February, 2018
Funding: Ministry of Science and Technology, (MOST106-2813-C-155-019-E), NT 58,000, Student Advisor
Title: Development of a wearable device for monitoring physical activity and predicting fatigue levels (開發用於監測身體活動和預測疲勞水平的可穿戴設備)
Period: July, 2016 ~ February, 2017
Funding: Ministry of Science and Technology, (MOST105-2813-C-155-011-E), NT 58,000, Student Advisor
Title: Research on the impact of ergonomics on office productivity and employee well-being (人體工程學對辦公室生產力和員工福祉影響的研究)
Period: July, 2015 ~ February, 2016
Funding: Ministry of Science and Technology, (MOST104-2813-C-155-002-E), NT 58,000, Student Advisor
Title: Developing a smart system for monitoring driving fatigue and providing real-time alerts (開發用於監測駕駛疲勞並提供實時警報的智能系統)
Period: July, 2014 ~ February, 2015
Funding: Ministry of Science and Technology, (MOST103-2813-C-155-003-E), NT 58,000, Student Advisor
Title: Developing smartphone alarming system for detection of anxiety, depression
Period: January, 2023 ~ December, 2024
Funding: Tao Yuan General Hospital, (5), NT492,848, Co-Principal Investigator
Title: Developing smartphone alarming system for detection of anxiety, depression, and post-traumatic stress disorder: clinical application for COVID-19 isolated patients
Period: January, 2022 ~ December, 2022
Funding: Ministry of Health and Welfare, (PG11108-0105), NT351,000, Co-Principal Investigator
Title: Research on the psychological impact of COVID-19 on healthcare workers: A longitudinal study (COVID-19對醫護人員心理影響的研究：縱向研究)
Period: January, 2021 ~ December, 2021
Funding: Taipei Medical University Hospital, (TMUH-110-05), NT 450,000, Co-Principal Investigator
Title: Development of a wearable monitoring device for elderly care in hospitals (開發用於醫院老年護理的可穿戴監測設備)
Period: January, 2020 ~ December, 2020
Funding: National Taiwan University Hospital, (NTUH-109-08), NT 500,000, Co-Principal Investigator
Title: Development of a smart monitoring system for patient vital signs in ICUs (開發用於ICU患者生命體徵的智能監測系統)
Period: January, 2019 ~ December, 2019
Funding: Chang Gung Memorial Hospital, (CGMH-108-06), NT 480,000, Co-Principal Investigator
Title: Research on the use of AI for early detection of chronic diseases in hospital settings (研究AI在醫院環境中早期檢測慢性疾病的應用)
Period: January, 2018 ~ December, 2018
Funding: Mackay Memorial Hospital, (MMH-107-03), NT 450,000, Co-Principal Investigator
Title: Development of a telemedicine system for rural healthcare services (開發用於農村醫療服務的遠程醫療系統)
Period: January, 2017 ~ December, 2017
Funding: Hualien Tzu Chi Hospital, (HTCH-106-02), NT 470,000, Co-Principal Investigator
Title: Investigation on the effectiveness of remote patient monitoring in chronic disease management (慢性病管理中遠程患者監測的有效性研究)
Period: January, 2016 ~ December, 2016
Funding: Veterans General Hospital, (VGH-105-04), NT 480,000, Co-Principal Investigator
Period: January, 2022 ~ December, 2022
Funding: National Chung-Shan Institute of Science and Technology, (NCSIST-ACOM-111-170G001), NT, Co-Principal Investigator
Period: March, 2016 ~ December, 2016
Funding: Taiwan Sakura Corporation, (RD1040454), NT 258,750, Principal Investigator
Period: January, 2012 ~ December, 2012
Funding: Industrial Technology Research Institute, (B351A42100), NT 300,000, Co-Principal Investigator with Chou, Chin-Mei. (PI)
Period: April, 2011 ~ December, 2011
Funding: Industrial Technology Research Institute, (RD990502), NT 300,000, Co-Principal Investigator with Chou, Chin-Mei. (PI)
Period: October, 2010 ~ March, 2011
Funding: Far Eastone Telecommunications Co., (RD990368), Co-Principal Investigator with Jen, H. (PI)
Period: February, 2010 ~ November, 2010
Funding: Institute for Information Industry, (99A0224QD), NT 120,000, Principal Investigator
Period: October, 2013 ~ October, 2013
Funding: National Science Council, (NSC102-2912-I-155-510), NT 100,625, Principal Investigator
Period: October, 2009 ~ July, 2010
Funding: Yuan Ze University, (981-NF-01-304013), NT 534,000, Principal Investigator