LIM Guan Ming

LIM Guan Ming



Project Officer
Homepage: http://gmntu.github.io/
Education

  • Bachelor of Mechanical Engineering, Nanyang Technological University, (2010-2014)

Biography

​Guan Ming is interested in combining research on computer vision, computer graphics, and machine learning to understand human motion. In particular, his research focuses on using vision and sensor-based approaches to capture hand motion with object interaction.

 

​​​​​Research Interest
  • Robotics
  • Computer vision
  • Machine learning

 

​​​Project
  • Markerless Mocap of Hand and Object Tracking for Rehabilitation

 

Publication

Conference

  • G. M. Lim, P. Jatesiktat, and W. T. Ang, “Mobilehand: Real-time 3d hand shape and pose estimation from color image,” in International Conference on Neural Information Processing (ICONIP), Bangkok, Thailand, Nov. 2020, pp. 450–459. doi: 10.1007/978-3-030-63820-7_52
  • G. M. Lim, P. Jatesiktat, C. W. K. Kuah, and W. T. Ang, “Camera-based hand tracking using a mirror-based multi-view setup,” in 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Montreal, Canada, Jul. 2020, pp. 5789–5793. doi: 10.1109/EMBC44109.2020.9176728
  • G. M. Lim, P. Jatesiktat, C. W. K. Kuah, and W. T. Ang , “Hand and object segmentation from depth image using fully convolutional network,” in 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, Jul. 2019, pp. 2082–2086. doi: 10.1109/EMBC.2019.8857700