Background of Education and Work Experience

• 2003/9–2008/5, Virginia Tech, Ph.D. , Mechanical Engineering

• 2001/9–2003/8, Ohio University, M.S. , Mechanical Engineering

• 1997/9–2001/6, Beijing University of Aero & Astro, B.S, Mechanical Engineering and Automation

Research Field

• Augmented Reality

• Deep Learning and Fault Diagnosis

   

Research and Honors

• Hong Zeng, Xingxi He, Honghu Pan, Implementation of escape room system based on augmented reality involving deep convolutional neural network. Virtual Reality (2020). https://doi.org/10.1007/s10055-020-00476-0

• Zeng H., He X., Pan H. (2019) A New Practice Method Based on KNN Model to Improve User Experience for an AR Piano Learning System. v 11575 LNCS, p 398-409, 2019,  VAMR 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Proceedings

• Zeng H., He X., Pan H. (2019) FunPianoAR: A Novel AR Application for Piano Learning Considering Paired Play Based on Multi-Marker Tracking. Journal of Physics: Conference Series, v 1229, n 1, May 29, 2019, 2019 3^rd International Conference on Machine Vision and Information Technology, CMVIT 2019 (Best Presenter Prize)

• Pan H., He X., Tang S.,  An Improved Bearing Fault Diagnosis Method using One-Dimensional CNN and LSTM, Strojniski Vestnik-Journal of Mechanical Engineering, 2018, 64(7-8): 443-452.

• Pan H., He X., Zeng H., Zhou J., Tang S., Pilot Study of Piano Learning with AR Smart Glasses Considering both Single and Paired Play,  v 10927 LNCS, p 561-570, 2018, 4th International Conference, ITAP 2018, Held as Part of HCI International 2018, Proceedings.  

• He X., Leo D J, Akle B, Multi-scale Modeling of Ion Transport in High-strain Ionomers with Conducting Powder Electrodes, Journal of Intelligent Material Systems and Structures, 2014, 25(10): 1196~1210.

• R.L. Williams II, X. He, T. Franklin, and S. Wang,  “Haptics-Augmented 
Engineering Mechanics Educational Tools”, World Transactions on Engineering 
and Technology Education, 2007, 6(1): 27-30.