Title :
Action and digit recognition of finger using kinect
Author :
Wanfeng Shang ; Hongwei Ma ; Hailong Zang
Author_Institution :
Sch. of Mech. Eng., Xi´an Univ. of Sci. & Technol., Xi´an, China
Abstract :
This paper uses the somatosensory system of Kinect to realize the hand gesture recognition involving action and digit of finger. The hand action is completed by using the NiTE library owning the framework of hand gesture recognition. Taking advantage of the information of the depth map, the digit expressed by hand is recognized by using OpenCV library. The simulated results demonstrate the work is very efficient for human interaction.
Keywords :
gesture recognition; image capture; software libraries; Kinect; NiTE library; OpenCV library; depth map information; finger action recognition; finger digit recognition; hand action; hand gesture recognition; human interaction; somatosensory system; Cameras; Conferences; Gesture recognition; Image segmentation; Libraries; Thumb;
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2014 IEEE International Conference on
DOI :
10.1109/ROBIO.2014.7090417