Title :
Study on Human-Computer Interaction System Based on Binocular Vision Technology
Author :
Xie Yu ; Wang Yan-Ning ; Guo Bo-Tao ; Wang Hui-Hui ; Tan Lu-Fen
Author_Institution :
Beijing Aerosp. Autom. Control Inst., Beijing, China
Abstract :
The image processing and rapid location algorithm was studied to realize a human-computer interaction system based on DSP platform for image processing. Finger recognition and fast location were implemented during the process of acquiring image sequence. There were three key points in this process: finger recognition, fingertip location and coordinate mapping. Consider of the movement characteristics of the finger, algorithm for moving object extraction was designed by combining consecutive frames subtraction and background subtraction. Canny arithmetic operator was used for edge segmentation of the region of interest and the fingertip was recognized through template matching. Finally, fast fingertip location algorithm based on the look-up table method was developed according to the binocular vision theory. Location of the fingertip and mapping between space physical coordinates and computer screen coordinates were consequently implemented.
Keywords :
digital signal processing chips; feature extraction; human computer interaction; image matching; image recognition; image segmentation; image sequences; table lookup; Canny arithmetic operator; DSP platform; background subtraction; binocular vision technology; computer screen coordination; consecutive frame subtraction; coordinate mapping; edge segmentation; finger recognition; fingertip location; human-computer interaction system; image acquisition; image processing; image sequence; look-up table method; moving object extraction algorithm; rapid location algorithm; template matching; Cameras; Computers; Fingers; Human computer interaction; Image edge detection; Table lookup; binocular vision; finger recognition; human-computer interaction;
Conference_Titel :
Instrumentation, Measurement, Computer, Communication and Control (IMCCC), 2012 Second International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4673-5034-1
DOI :
10.1109/IMCCC.2012.360