A novel vision-based multi-hand tracking algorithm for human computer interface

作者：Luo, Bin^*; Huang, Quanyong; Bi, Sheng; Ma, Yikai

来源：2011 IEEE International Conference on Robotics and Biomimetics, ROBIO 2011, Phuket, 2011-12-07 To 2011-12-11.

DOI：10.1109/ROBIO.2011.6181671

• Bayesian classifier
• Hand tracking
• Human computer interfaces
• Multi-objects
• Multiple object tracking
• Tracking failure detections
• Tracking method
• Windows methods

A novel multi-hand tracking algorithm for human computer interface (HCI) is proposed, to solve the problem caused by the incompletion of tracking, the overlap of multi-object, the lost of the object and the confusion from background. For tracking the hand completely and effectively, we propose a new region-connection-based tracking method. And a hand motion model is established for tracking failure detection, with the utility of Bayesian classifier. Furthermore, to recover tracking after failure, a monitoring windows method is designed.

• 出版日期2011
• 单位华南理工大学