Title :
A finger-tracking virtual mouse realized in an embedded system
Author :
Tsang, Wai-Wah Martin ; Pun, Kong-Pang
Author_Institution :
Dept. of Electron. Eng., Chinese Univ. of Hong Kong, Shatin, China
Abstract :
In this paper, a virtual mouse that is based on tracking the movement of a finger is presented. The idea is for users to control their computer or TV system simply by moving their fingers, without any contact on realistic objects. A fast and robust method that can trace the position of finger tip is proposed. The method consists of four steps. First, the skin-color pixels of figures are detected by color segmentation using the chrominance component of the input from a CMOS image sensor. Second, density regularization processes are carried out to reinforce the regions of skin-colour pixels. Third, an effective window search technique is applied for minimizing computational cost. Fourth, a finger-tip tracking algorithm is applied to find out the finger-tip position. Clicking action is also implemented by a specific movement. The virtual mouse has been designed in an embedded Linux system. The device works successfully, the response is quick and accurate positioning is obtained.
Keywords :
embedded systems; image colour analysis; image resolution; image segmentation; tracking; CMOS image sensor; color segmentation; density regularization processes; embedded system; finger-tracking virtual mouse; skin-color pixels; window search technique; CMOS image sensors; Control systems; Embedded system; Fingers; Image segmentation; Mice; Pixel; Robustness; TV; Tracking;
Conference_Titel :
Intelligent Signal Processing and Communication Systems, 2005. ISPACS 2005. Proceedings of 2005 International Symposium on
Print_ISBN :
0-7803-9266-3
DOI :
10.1109/ISPACS.2005.1595526