江庭輝

助理教授

畢業於國立交通大學資訊工程學系博士班,主要研究領域為人工智慧、室內定位及追蹤、姿態/動作辨識及物聯網相關應用。人工智慧研究主要專注於運動動作辨識、銀髮族活動辨識、姿態分析、資料修補及金融科技服務。室內定位及追蹤研究則是專注於無線訊號定位、行人航位定位、影像定位、超聲波定位、粒子濾波融合演算法及地磁場資訊結合人工智慧定位模型。


學歷

  • 國立交通大學 網路與資訊系統博士學位學程 博士
  • 逢甲大學 資訊工程學系 碩士
  • 國立雲林科技大學 資訊工程系 學士

專長

  • 人工智慧
    Artificial Intelligence
  • 室內定位
    Indoor Localization
  • 姿態、動作辨識
    Gesture, Activity Recognition
  • 物聯網相關應用
    IoT Applications

校內經歷

  • 資訊工程學系 助理教授

校外經歷

  • 國立交通大學 資訊工程學系 博士後研究人員

論文及參與計畫

  1. Ting-Hui Chiang*, Yi-Chun Tseng, and Yu-Chee Tseng, "A multi-embedding neural model for incident video retrieval," Elsevier Pattern Recognition, 108807, 2022-10. (SCI)
  2. Hung-Yu Tsai, Ming-Han Tsai*, Ting-Hui Chiang and Che-Cheng Chang, "Comparative Evaluation of Different Following Mechanisms in VR Guided Tour: A Preliminary Study," Applied Sciences, Vol. 12, Iss. 19, 2022-09. (SCI)
  3. Che-Cheng Chang*, Yee-Ming Ooi, Shih-Tung Tsui, Ting-Hui Chiang and Ming-Han Tsai, "Utilizing Ensemble Learning to Improve the Distance Information for UWB Positioning," Applied Sciences, Vol. 12, Iss. 19, 2022-09. (SCI)
  4. Hsin, Yu-Yen and Dai, Tian-Shyr and Ti, Yen-Wu and Huang, Ming-Chuan and Chiang, Ting-Hui and Liu, Liang-Chih, "Feature Engineering and Resampling Strategies for Fund Transfer Fraud With Limited Transaction Data and a Time-Inhomogeneous Modi Operandi," IEEE Access, 86101-86116, 2022-08. (SCI)
  5. *Ting-Hui Chiang, Zao-Hung Sun, Huan-Ruei Shiu, Kate Ching-Ju Lin , and Yu-Chee Tseng, "Magnetic Field-Based Localization in Factories Using Neural Network With Robotic Sampling," IEEE Sensors Journal, 10.1109/JSEN.2020.3003404, 2020-11. (SCI)
  6. Ting-Hui Chiang, Kai-Yi Ou, Jun-Wei Qiu, and Yu-Chee Tseng, "Pedestrian Tracking by Acoustic Doppler Effects," IEEE Sensors Journal, Volume: 19 , Issue: 10, Page(s): 3893 - 3901, 2019-05. (SCI)
  1. Yu-Fu Wu, Huang-Yi Cheng, Yun-Tang Lin, Jen-Jee Chen, Ting-Hui Chiang, and Yu-Chee Tseng,"Training a Group of Badminton Serving Machines to Reproduce a Rally (Work in Progress) ," IEEE ICPAI, 10.1109/ICPAI51961.2020.00026, 2020-12. Taipei .
  2. Ting-Hui Chiang, Yi-Juan Su, Huan-Ruei Shiuz, and Yu-Chee Tseng,"3D Gait Tracking by Acoustic Doppler Effects ," IEEE EMBC, 10.1109/EMBC44109.2020.9175663, 2020-07. Montreal .
  3. Ting-Hui Chiang, Huan-Ruei Shiuz, Melike Erol-Kantarci, and Yu-Chee Tseng,"Fusing Multi-Sensory Data for Precision Indoor Localization ," IEEE ICC Workshops, 10.1109/ICCWorkshops49005.2020.9145062, 2020-06. Dublin .
  4. Ting-Hui Chiang, Yan-Ann Chen, Chun-Ting Chang, Ling-Jyh Chen and Yu-Chee Tseng,"Appliance Control by TDoA-based Localization and Gesture Recognition ," IEEE Personal, Indoor and Mobile Radio Communications, pages 1-5, 2018-09. Bologna, Italy .
  5. Ting-Hui Chiang, Li-Min Lin, Jun-Wei Qiu, and Yu-Chee Tseng,"On Fusing M2M Encountering Events for Mobile Indoor Localization ," IEEE Vehicular Technology Society Asia Pacific Wireless Communications Symposium, pages 1-5, 2018-08. Hsinchu, Taiwan .
  6. Ting-Hui Chiang, Ling-Jyh Chen and Yu-Chee Tseng,"Sensor Calibration for Floor Detection by D2D Communications ," IEEE Vehicular Technology Conference, pages 1-6, 2017-09. Toronto, Canda .
  7. Sabrina I. Soraya, Ting-Hui Chiang, Guo-Jing Chan, Yi-Juan Su, Chih-Wei Yi, Yu-Chee Tseng, Yu-Tai Ching,"IoT/M2M Wearable-based Activity-Calorie Monitoring and Analysis for Elders ," IEEE Medicine and Biology Society, pages 1-4, 2017-07. JeJu, Korea .
  8. Jun-Wei Qiu, Ting-Hui Chiang, Chi Chung Lo, Li-Min Lin, Lan-Da Van, Yu-Chee Tseng, and Yu-Tai Ching,"Continuous Human Location and Posture Tracking by Multiple Depth Sensors ," IEEE Internet of Things, pages 1-6, 2014-09. Taipei, Taiwan .
  9. Ting-Hui Chiang, Jun-Wei Qiu, Chi Chung Lo, Sz-Pin Huang, Yu-Chee Tseng, Ling-Jyh Chen and Po-Chun Kang,"Self-Content Localization by Particle Filter and Landmarks ," IEEE Vehicular Technology Society Asia Pacific Wireless Communications Symposium, pages 1-5, 2014-08. Ping Tung, Taiwan .
  1. 人工智慧視覺物聯網應用開發平台-人工智慧視覺物聯網架構下開發人際互動辨識系統(2/3)/2022-08~2023-07 /NSTC110-2221-E-035-032-MY3 /主持人
  2. 人工智慧視覺物聯網應用開發平台-人工智慧視覺物聯網架構下開發人際互動辨識系統(1/3)/2021-08~2022-07 /MOST110-2221-E-035-032-MY3 /主持人
  1. 111年度智慧創新跨域人才培育聯盟計畫(C類)開源創作分項 /2022-02~2023-01 /協同主持人
  2. 建立用眼姿勢 ai 模型訓練資料庫 /2021-03~2021-09 /主持人
  3. 建立用眼姿勢 ai 模型訓練資料庫 /2020-10~2021-12 /主持人
  4. 用眼姿勢辨識演算法開發 /2020-02~2020-09 /主持人
  1. 103/最佳論文獎 /IEEE iThings/ 2014-09-03/
  1. 110/逢甲大學論文著作獎勵傑出獎 /逢甲大學/ 2021-11-15/Magnetic Field-Based Localization in Factories Using Neural Network With Robotic Sampling
最後更新時間:2022-10-6, 9:03 a.m. 下次更新時間:2022-10-7, 9 a.m.