Name (in chinese)： 陳銘哲
照片
Name (in English)： Chen, Ming-Che (Jerry)
職稱： 助理教授
研究室： J304
分機： 3156
E-MAIL ： jerryhata@stust.edu.tw
個人網站： https://sites.google.com/stust.edu.tw/jerryhata
實驗室：
學歷 (Education)：
國立成功大學電腦與通信工程研究所博士
簡歷 (Biography)：
Ming-Che Chen (陳銘哲) received the B.S. and M.S. degrees in computer science from Tunghai University, Taichung, Taiwan, in 2003 and 2006, respectively, and a Ph.D. degree in computer and communication engineering from National Cheng Kung University, Tainan, Taiwan, R.O.C., in 2014. He is currently an Assistant Professor in the Department of Electronic Engineering at Southern Taiwan University of Science and Technology, Tainan, Taiwan, R.O.C. He has worked as an engineer for research and development of industrial Internet of Things (IoT) in the Information and Communications Research Laboratories (ICRL) of the Industrial Technology Research Institute (ITRI) in Southern Taiwan Innovation & Research Park, MOEA, since 2014. In May 2018, he joined the Department of Electronic Engineering at Southern Taiwan University of Science and Technology (STUST), Tainan, Taiwan, as a Postdoctual Fellow and an Adjunct Assistant Professor. His present research interests are in Artificial Intelligence over Internet of Things (AIoT), Industrial Internet of Things (IIoT), Cloud-based Application System Design, Wireless Sensor Networks, and Wireless Networks. He is a member of the IEEE Consumer Electronic Society.
專長及研究領域 (Research interests)：
低功耗無線網路路由傳輸、無線感測網路、異質性物聯網、雲端服務應用技術、工業物聯網技術、人工智慧聯網應用技術
專利 (Patents)：
專利名稱 區域 專利型式 參與作者 申請日期 生效日期
智能止血帶裝置2.0 國內 發明專利 王維芳、廖悅如、張瑩如、陳銘哲、周盈年、林耕任 2023-12-12 2024-07-21
具有測重加溫功能的便攜式透析藥水箱 國內 新型專利 陳香君(廠商)、周信旭(廠商)、陳銘哲、張萬榮、歐陽昆、李雨澤、卓榮耀、許壬葵、程珈翔 2023-04-21 2023-09-21
排尿檢測方法及其系統 國內 發明專利 張萬榮、陳銘哲、陳妤甄、陳浩瑋、吳文正、林勛傑、黃維祐、林亮亘、蘇健平 2023-01-06 2023-12-21
頭皮檢測裝置系統及其運作方法 國內 發明專利 陳銘哲、張萬榮、邱義展 2022-08-26 2023-09-21
跌倒偵測裝置系統及其偵測跌倒事件的方法 國內 發明專利 張萬榮、陳銘哲、許家豪、蘇健平、楊子進、李遠龍、涂御倫 2021-01-01 2022-06-01
期刊論文 (Journals)：
  1. Ming-Che Chen, Min-Yu Lin, Yi-Wen Chen, "Design and Implementation of a Machine Learning-Based Layer Uniformity Management System for Dual-Layer Coextruded Protective Films", IEEE Sensors Journal , 。
會議論文 (Proceedings)：
  1. Ying-Nien Chou, Lien-Chung Hung, Ming-Che Chen, "A Stretchable Conductive Fiber for Wearable Strain Sensor Application," 2024, 2024 IEEE International Conference on Consumer Electronics (ICCE) Las Vegas
  2. Wan-Jung Chang, Pei-Yi Wu, Yi-Jia Chen, Jian-Ping Su, Shih-Hsiung Lee, and Ming-Che Chen, "A2FinPose: An Artificial Intelligence and Augmented Reality-Based Finger Gesture Recognition System for the Human-Machine Interface of Head-mounted Near-Eye Displays," 2024, 42nd IEEE International Conference on Consumer Electronics(ICCE 2024) Las Vegas
  3. Ming-Che Chen, Jia-Xiang Chen, Ren-Guei Hsu, Jian-Ping Su, Wan-Jung Chang, Yang-Kun Ou, "A Gesture Control System Based on Augmented Reality and Eye Tracking Technologies for a 3D-Printed Prosthetic Arm," 2024, 2024 IEEE International Conference on Consumer Electronics (ICCE) Las Vegas
  4. Ming-Che Chen, Min-Yu Lin, Chien-Yan Chien, Shang-Cian Wu, and Chiu-Lan Yan, "A2Chemo: An Augmented Reality and Artificial Intelligence-based Assistance System for Chemotherapeutic Agents Preparation," 2024, 2024 6th International Conference on Computer Communication and the Internet (ICCCI) Tokyo
  5. Ming-Che Chen, Huai-Jhan Ke, Yi-Kai Fang, Wan-Jung Chang, and Liang-Bi Chen, "An Audio Frequency Modulation Wireless Communication-Based Access Control Management System," 2024, 2024 IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW 2024) Taichung
  6. Ming-Che Chen, Yi-Wen Chen, Min-Yu Lin, Wan-Jung Chang, Ying-Nien Chou, and Zhe-Lun Chang, "An Unsupervised Machine Learning Scheme for Estimating Layer Thickness Ratio in Bilayer Thin Films," 2024, 2024 IEEE International Conference on Consumer Electronics – Taiwan Taichung
  7. Ming-Che Chen, Min-Yu Lin, Chien-Yan Chien, Shang-Cian Wu, and Chiu-Lan Yan, "An Augmented Reality-Based Chemotherapeutic Drug Dispensing Assistant System Using Deep Learning Techniques," 2024, 2024 IEEE 13th Global Conference on Consumer Electronics (GCCE 2024) Kokura
  8. Wan-Jung Chang, Liang-Bi Chen, Ming-Che Chen, Yi-Jia Chen, Jian-Ping Su, Bo-Hao Liao, Hsin-Hsu Chou, and Pei-Ching Tsai, "ThermalEye: A Low-Resolution Thermal-Imaging Based Artificial Intelligence Self-Harm Behavior Detection System in Psychiatric Seclusion Rooms," 2024, 2024 IEEE 13th Global Conference on Consumer Electronics (GCCE 2024) Kokura
  9. Ming-Che Chen, Ming-Shun Wang, Shang-Cian Wu, Min-Yu Lin, Chien-Yan Chien, Ren-Guei Hsu, Wan-Jung Chang, and Liang-Bi Chen, "Leveraging Large Language Models with Retrieval-Augmented Generation for an Interactive Slide Presentation System," 2024, The 9th International Conference On Consumer Electronics Asia (ICCE-Asia 2024) da nang
  10. Wan-Jung Chang, Jian-Ping Su, Wei-Zhu Zhuang, Wen-Cheng Kang, Ming-Che Chen, Shih-Hsiung Lee, Yang-Kun Ou, and Yu-Lin Wang, "iMirror：An Intelligent Gait Recognition Mirror for Rehabilitation of Patients with Parkinson's Disease," 2023, 2023 IEEE International Conference on Consumer Electronics (ICCE) Las Vegas, NV
  11. Ming-Che Chen, Wan-Jung Chang, Zhen-Hao-Chen, Chia-Hao Hsu, Yi-Chan Chiu, Jian-Ping Su, and Tsung-Sheng Cheng, "A PCBA Solder Joint Defects Inspection System Based on Deep Learning Technology," 2023, 2023 IEEE International Conference on Consumer Electronics (ICCE) Las Vegas, NV
  12. 陳銘哲、蕭宇翔, "基於深度學習之髮量與髮徑分析服務系統," 2023, 第二十一屆離島資訊技術與應用研討會 宜蘭
  13. 陳銘哲、方奕凱, "基於無線音頻通訊技術之門禁管理系統," 2023, 第二十一屆離島資訊技術與應用研討會 宜蘭
  14. 陳銘哲, 程珈翔, 張萬榮, 歐陽昆, "結合擴增實境與眼動控制技術之3D列印仿生智慧義肢手臂," 2023, 2023復健工程與輔具科技之創新應用學術研討會 桃園
  15. Tsung-Sheng Cheng, Hsiu-Pei Wang, Jia-Li Lin, Cheng-Siou Wu, Bo-Chen Wang, and Ming-Che Chen, "An auxiliary system for reducing missed needles in acupuncture using image recognition and IoT," 2023, 2023 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW) Pingtung
  16. Wan-Jung Chang, Hong-Wen Chen, Jian-Ping Su, Shu-Ching Liu, Yang-Kun Ou, and Ming-Che Chen, "A2Fitness：An Artificial Intelligent Fitness Assistance System Using a Augmented Reality Smart Glasses for Elderly Health-Promotion," 2023, 2023 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW) Pingtung
  17. Ming-Che Chen, Hsin-Hsu Chou, Hsiag-Chun Chen, Jin-Yi Lin, Ren-Guei Hsu, Jia-Xiang Chen, Yu-Tse Lee, Jung-Yao Zhuo, Wan-Jung Chang, and Yang-Kun Ou, "iCAPD: A Deep Learning-Based Monitoring System for Continuous Ambulatory Peritoneal Dialysis," 2023, 2023 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW) Pingtung
  18. Ming-Che Chen, Ming-Shun Wang, Jia-Xiang Chen, Wan-Jung Chang, "iDrugLabeling: A Computer Vision-based Automatic Medicine Training Data Labeling System," 2023, 2023 IEEE 12th Global Conference on Consumer Electronics (GCCE 2023) Nara
  19. 陳銘哲、林俊源、程珈翔、張萬榮, "運用Unity 3D技術之沉浸式遠距教學協作平台," 2022, 第29屆中華民國人因工程學會年會暨學術研討會 台南
  20. 陳銘哲、張萬榮、方奕凱, "智慧環境粉塵偵測與追蹤系統," 2022, 2022中華民國系統科學與工程研討會(NSSSE2022) 台中
  21. 陳銘哲、周盈年、陳奕文、洪聯強, "運用機器學習之PP共擠壓保護膜層比分析系統," 2022, 2022第20屆離島資訊技術與應用研討會 澎湖
  22. Wan-Jung Chang, Ming-Che Chen, Tsung-Sheng Cheng, Chia-Hao Hsu, Jian-Ping Su, Shih-Hsiung Lee, Yang-Kun Ou, "ThermalPose: A Real-Time 2D Human Skeleton Recognition System Using Thermal Imaging," 2022, 2022 IEEE 11th Global Conference on Consumer Electronics (GCCE) 大阪
  23. Tsung-Sheng Cheng, Yen Chun Lin, Wei ji Lin, Ming-Che Chen, "A smart pillbox for increasing user's medication adherence," 2022, 2022 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW) 台北
  24. Ming-Che Chen, Ming-Shun Wang, Wan-Jung Chang, Tsung-Sheng Cheng, "iDispensing: A Deep Learning-Based Dispensing Medicine Recognition System," 2022, 2022 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW) 台北
  25. Yu-Chen Chen, Jian-Ping Su, Cheng-Han Tsai, Ming-Che Chen, Wan-Jung Chang, and Wen-Jeng Wu, "iVoiding: A Thermal-Image based Artificial Intelligence Dynamic Voiding Detection System," 2022, The 4th International Conference on Artificial Intelligence in Information and Communication (ICAIIC 2022) 濟州島
  26. Aaron Raymond See, Jolo Gerard Miel Tolentino, Bhuvanut Duangsasidhorn, Wan Jung Chang, Yang-Kun Ou, Ming-Che Chen, "Boosting Resnet18 for a Smart Glasses Input Module to Control a 3D Printed Prosthetic Arm," 2022, 40th IEEE International Conference on Consumer Electronics (ICCE 2022) Las Vegas, NV
  27. Ming-Che Chen, Wan-Jung Chang, Yu-Xiang Xiao, Zi-Xuan Zhang, Yi-Chan Chiu, and Jian-Ping Su, "A Hair Volume Analysis System Using Deep Learning and Image Processing Technologies," 2021, 2021 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan) 澎湖
  28. Wan-Jung Chang, Liang-Bi Chen, Jian-Ping Su, Ming-Che Chen, and Tzu-Chin Yang, "A Fall Risk Prediction System Based on 3D Space Human Skeleton Torso Images," 2021, 39th IEEE International Conference on Consumer Electronics (IEEE ICCE2021) virtual conference
  29. Wan-Jung Chang, Liang-Bi Chen, Ming-Che Chen, Jian-Yu Lin , Jian-Ping Su, Chia-Hao Hsu, and Yang-Kun Ou, "A Deep Learning-Based Intelligent Anti-Collision System for Car Door," 2020, 2020 IEEE 9th Global Conference on Consumer Electronics (GCCE) Kobe City
  30. Wan-Jung Chang, Ching-Hsiang Yang, Ming-Che Chen, Jian-Ping Su, and Liang-Bi Chen, "An Intelligent Maintenance and R epair Informing System Using Machine Learning Techniques for Solar Power Generation Equipment," 2020, 2020 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan) 桃園
  31. Wan-Jung Chang, Chia-Hao Hsu, Liang-Bi Chen, Jian-Ping Su, and Ming-Che Chen, "A Wearable Devices-Based Ho me Sports Recording System for Health Management," 2020, 2020 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan) 桃園
補助計畫 (Funding)：
專案類型 專案案名 起始日期 總金額
教育部計畫 科技大學推動深耕專業技術研發及人才培育計畫(第五年) 2022-07-06 $ 1,038,000
產學計畫 人工智慧層比分析管理平台開發計畫 2021-11-01 $ 630,000
產學計畫 AI 智慧腹膜透析監控裝置開發計畫 2021-10-15 $ 600,000
政府計畫 科技大學推動深耕專業技術研發及人才培育計畫(第四年) 2021-08-01 $ 590,000
政府計畫 110年度智慧晶片應用與聯網技術課程推廣計畫 2021-08-01 $ 533,334
產學計畫 人工智慧藥品影像訓練樣本標記服務計畫 2021-06-01 $ 500,000
產學計畫 Unity3D 手機 APP 開發 2021-02-01 $ 80,000
產學計畫 AI頭皮檢測與管理整合資訊平台擴充功能開發計畫 2020-09-01 $ 700,000
產學計畫 AI應用程式教學服務計畫 2020-09-01 $ 50,000
產學計畫 AI藥品辨識技術開發計畫 2020-09-01 $ 590,000
教育部計畫 科技大學推動深耕專業技術研發及人才培育計畫(第三年) 2020-08-01 $ 300,000
證照 (License)：
證照類別 發照機關 證照編號 取得年度
Certificate in EMI Skills (English as a Medium of Instruction)其他相關證照 Cambridge English Language Assessment 2022
JETSON AI Ambassador其他相關證照 NVIDIA Deep Learning Institute 2021